Publication profile
Publication profile
Arnoldo Frigessi
Name:
Arnoldo Frigessi
Title:
Centre director SFI Big Insight, Professor II
Phone:
(+47) +47 95 73 55 74 Mob: +47 957 35 574
Email:
frigessi [at] nr [dot] no
Scientific areas:
Highly Structured Stochastic Systems - HSSS, Bayesian process-based modeling, Space and space-time models, Huge data sets and multiple comparisons, Statistical genomics, Biostatistics
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Academic anthology/Conference proceedings
2016
(eds). Statistical Analysis for High-Dimensional Data. Springer. (ISBN 978-3-319-27097-5). pp 306. 2016.
(eds). Statistical analysis for high-dimensional data. The Abel Symposium 2014. Springer. (ISBN 978-3-319-27097-5). pp 360. 2016.
2003
(eds). On some current research in MCMC. Oxford University Press. pp 6. 2003.
Academic article
2023
. A multicenter randomized trial for quality of life evaluation by non-invasive intelligent tools during post-curative treatment follow-up for head and neck cancer: Clinical study protocol. Frontiers in Oncology (ISSN 2234-943X). 13 pp 1-16. doi: 10.3389/fonc.2023.1048593. 2023.
. A sequential Monte Carlo approach to estimate a time varying reproduction number in infectious disease models: the Covid-19 case. Journal of the Royal Statistical Society: Series A (Statistics in Society) (ISSN 0964-1998). 2023.
. A real-time regional model for COVID-19: Probabilistic situational awareness and forecasting. PLoS Computational Biology (ISSN 1553-734X). 19:e1010860(1) pp 1-26. doi: 10.1371/journal.pcbi.1010860. 2023.
2022
. An agent-based model with social interactions for scalable probabilistic prediction of performance of a new product. International Journal of Information Management Data Insights. 2(2) doi: 10.1016/j.jjimei.2022.100127. 2022. Arkiv
. Discovery of host-directed modulators of virus infection by probing the SARS-CoV-2–host protein–protein interaction network. Briefings in Bioinformatics (ISSN 1467-5463). 23(6) doi: 10.1093/bib/bbac456. 2022. Arkiv
. Reduced heart rate variability is related to the number of metabolic syndrome components and manifest diabetes in the sixth Tromsø study 2007–2008. Scientific Reports (ISSN 2045-2322). 12 doi: 10.1038/s41598-022-15824-0. 2022. Arkiv
. Transcriptomic pan-cancer analysis using rank-based Bayesian inference. Molecular Oncology (ISSN 1574-7891). 00(0) pp 1-16. doi: 10.1002/1878-0261.13354. 2022. Arkiv
. ABC of the future. International Statistical Review (ISSN 0306-7734). doi: 10.1111/insr.12522. 2022. Arkiv
. Pre-diagnostic DNA methylation in blood leucocytes in cutaneous melanoma; a nested case–control study within the Norwegian Women and Cancer cohort. Scientific Reports (ISSN 2045-2322). 12(1) doi: 10.1038/s41598-022-18585-y. 2022. Arkiv
. Increased household transmission and immune escape of the SARS-CoV-2 Omicron compared to Delta variants. Nature Communications (ISSN 2041-1723). 13(1) pp 1-5. doi: 10.1038/s41467-022-33233-9. 2022. Arkiv Fulltekst
. Dynamic slate recommendation with gated recurrent units and Thompson sampling. Data mining and knowledge discovery (ISSN 1384-5810). 36 pp 1756-1786. doi: 10.1007/s10618-022-00849-w. 2022. Arkiv
2021
. Spatial modelling of Lexis mortality data. Spatial Statistics (ISSN 2211-6753). 44 doi: 10.1016/j.spasta.2021.100532. 2021.
. Increased transmissibility of the alpha SARS-CoV-2 variant: evidence from contact tracing data in Oslo, January to February 2021. Infectious Diseases (ISSN 2374-4235). 54(1) pp 72-77. doi: 10.1080/23744235.2021.1977382. 2021. Arkiv
. A scalable solver for a stochastic, hybrid cellular automaton model of personalized breast cancer therapy. International Journal for Numerical Methods in Biomedical Engineering (ISSN 2040-7939). 38(1) doi: 10.1002/cnm.3542. 2021. Arkiv
2020
. DNA copy number motifs are strong and independent predictors of survival in breast cancer. Communications Biology (ISSN 2399-3642). 3 doi: 10.1038/s42003-020-0884-6. 2020. Arkiv
. Time-aggregated mobile phone mobility data are sufficient for modelling influenza spread: the case of Bangladesh. Journal of the Royal Society Interface (ISSN 1742-5689). 17(167) doi: 10.1098/rsif.2019.0809. 2020. Arkiv
. Lifetime ultraviolet radiation exposure and DNA methylation in blood leukocytes: The Norwegian Women and Cancer Study. Scientific Reports (ISSN 2045-2322). 10 pp 1-8. doi: 10.1038/s41598-020-61430-3. 2020. Arkiv
. Contrasting DCIS and invasive breast cancer by subtype suggests basal-like DCIS as distinct lesions. NPJ breast cancer (ISSN 2374-4677). 6 doi: 10.1038/s41523-020-0167-x. 2020. Arkiv
2019
. Towards personalized computer simulation of breast cancer treatment: a multi-scale pharmacokinetic and pharmacodynamic model informed by multi-type patient data. Cancer Research (ISSN 0008-5472). 79(16) pp 4293-4304. doi: 10.1158/0008-5472.CAN-18-1804. 2019. Arkiv
. An independent poor-prognosis subtype of breast cancer defined by a distinct tumor immune microenvironment. Nature Communications (ISSN 2041-1723). 10:5499 pp 1-14. doi: 10.1038/s41467-019-13329-5. 2019. Arkiv
. Diverse personalized recommendations with uncertainty from implicit preference data with the Bayesian Mallows model. Knowledge-Based Systems (ISSN 0950-7051). pp 1-12. doi: 10.1016/j.knosys.2019.104960. 2019. Arkiv
. A Bayesian two-way latent structure model for genomic data integration reveals few pan-genomic cluster subtypes in a breast cancer cohort. Bioinformatics (ISSN 1367-4803). 35(23) pp 4886-4897. doi: 10.1093/bioinformatics/btz381. 2019.
. Model-based learning from preference data. Annual Review of Statistics and Its Application (ISSN 2326-8298). 6 pp 329-354. doi: 10.1146/annurev-statistics-031017-100213. 2019.
. A theoretical single-parameter model for urbanisation to study infectious disease spread and interventions. PLoS Computational Biology (ISSN 1553-734X). 15(3) doi: 10.1371/journal.pcbi.1006879. 2019. Arkiv
. A Bayesian Mallows approach to nontransitive pair comparison data: How human are sounds? Annals of Applied Statistics (ISSN 1932-6157). 13(1) pp 492-519. doi: 10.1214/18-AOAS1203. 2019. Arkiv
2018
. A three minutes supine position test reveals higher risk of spinal anesthesia induced hypotension during cesarean delivery. An observational study. [version 1; peer review: 3 approved]. F1000 Research (ISSN 2046-1402). 7(1028) pp 1-20. doi: 10.12688/F1000RESEARCH.15142.1. 2018. Arkiv
. Extreme value modelling of water-related insurance claims. Annals of Applied Statistics (ISSN 1932-6157). 12(1) pp 246-282. doi: 10.1214/17-AOAS1081. 2018. Arkiv
. Covariate Selection in High-Dimensional Generalized Linear Models With Measurement Error. Journal of Computational And Graphical Statistics (JCGS) (ISSN 1061-8600). 27(4) pp 739-749. doi: 10.1080/10618600.2018.1425626. 2018. Arkiv
. Bayesian spatial monotonic multiple regression. Biometrika (ISSN 0006-3444). 105(3) pp 691-707. doi: 10.1093/biomet/asy019. 2018.
. The peer effect on pain tolerance. Scandinavian Journal of Pain (ISSN 1877-8860). 18(3) pp 467-477. doi: 10.1515/sjpain-2018-0060. 2018. Fulltekst Arkiv
. Probabilistic preference learning with the Mallows rank model. Journal of machine learning research (ISSN 1532-4435). 18 pp 1-49. 2018. Arkiv
. A correction for sample overlap in genome-wide association studies in a polygenic pleiotropy-informed framework. BMC Genomics (ISSN 1471-2164). 19:494 pp 1-15. doi: 10.1186/s12864-018-4859-7. 2018. Arkiv
2017
. DNA methylation at enhancers identifies distinct breast cancer lineages. Nature Communications (ISSN 2041-1723). 8(1379) doi: 10.1038/s41467-017-00510-x. 2017. Arkiv
. Time-varying rankings with the Bayesian Mallows model. Stat (ISSN 2049-1573). 6(1) pp 14-30. doi: 10.1002/sta4.132. 2017. Arkiv
. Simulating the life course of psoriasis patients: the interplay between therapy intervention and marital status. Journal of the European Academy of Dermatology and Venereology (ISSN 0926-9959). 32(1) pp 62-67. doi: 10.1111/jdv.14567. 2017. Arkiv
. Integrative clustering reveals a novel split in the luminal A subtype of breast cancer with impact on outcome. Breast Cancer Research (ISSN 1465-5411). 19 doi: 10.1186/s13058-017-0812-y. 2017. Fulltekst Arkiv
. Joint Bayesian modeling of time to malaria and mosquito abundance in Ethiopia. BMC Infectious Diseases (ISSN 1471-2334). 17(1) doi: 10.1186/s12879-017-2496-4. 2017. Arkiv
2016
. Calibrating regionally downscaled precipitation over Norway through quantile-based approaches. Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO) (ISSN 2364-3579). 2 pp 39-47. doi: 10.5194/ascmo-2-39-2016. 2016. Arkiv Fulltekst
. Recommendation from intransitive pairwise comparisons. CEUR Workshop Proceedings (ISSN 1613-0073). 1688 2016.
. Structure learning in Bayesian Networks using regular vines. Computational Statistics & Data Analysis (ISSN 0167-9473). 101 pp 186-208. doi: 10.1016/j.csda.2016.03.003. 2016. Fulltekst
. Preselection in Lasso-Type Analysis for Ultra-High Dimensional Genomic Exploration. Abel Symposia (ISSN 2193-2808). 11 pp 37-66. doi: 10.1007/978-3-319-27099-9_3. 2016.
. Some themes in high-dimensional statistics. Abel Symposia (ISSN 2193-2808). 11 pp 1-13. doi: 10.1007/978-3-319-27099-9_1. 2016.
. Tilting the lasso by knowledge-based post-processing. BMC Bioinformatics (ISSN 1471-2105). 17(344) pp 1-9. doi: 10.1186/s12859-016-1210-7. 2016.
. Gene expression analysis supports tumor threshold over 2.0 cm for T-category breast cancer. EURASIP Journal on Bioinformatics and Systems Biology (ISSN 1687-4145). 2016(6) doi: 10.1186/s13637-015-0034-5. 2016. Arkiv
2015
. How well do regional climate models simulate the spatial dependence of precipitation? An application of pair-copula constructions. Journal of Geophysical Research (JGR): Atmospheres (ISSN 2169-897X). 120(7) pp 2624-2646. doi: 10.1002/2014JD022748. 2015.
. Identifying Novel Gene Variants in Coronary Artery Disease and Shared Genes with Several Cardiovascular Risk Factors. Circulation Research (ISSN 0009-7330). 1 pp 83-94. doi: 10.1161/CIRCRESAHA.115.306629. 2015.
. Measurement error in Lasso: Impact and likelihood bias correction. Statistica sinica (ISSN 1017-0405). 25(2) pp 809-829. doi: 10.5705/ss.2013.180. 2015. Arkiv
. Alcohol and Emotional Contagion An Examination of the Spreading of Smiles in Male and Female Drinking Groups. Clinical Psychological Science (ISSN 2167-7026). 3(5) pp 686-701. doi: 10.1177/2167702614548892. 2015.
. (sfi)2 statistics for innovation - The experience of the Oslo centre in industrial statistics. Applied Stochastic Models in Business and Industry (ISSN 1524-1904). 31(1) pp 82-93. doi: 10.1002/asmb.2113. 2015.
2014
. Genome-wide DNA methylation profiles in progression to in situ and invasive carcinoma of the breast with impact on gene transcription and prognosis. Genome Biology (ISSN 1465-6906). 15 pp 435. doi: 10.1186/s13059-014-0435-x. 2014. Arkiv
. Development and Validation of a Gene Profile Predicting Benefit of Postmastectomy Radiotherapy in Patients with High-Risk Breast Cancer: A Study of Gene Expression in the DBCG82bc Cohort. Clinical Cancer Research (ISSN 1078-0432). 20(20) pp 5272-5280. doi: 10.1158/1078-0432.CCR-14-0458. 2014. Arkiv
2013
. A Bayesian hierarchical model with spatial variable selection: the effect of weather on insurance claims. The Journal of the Royal Statistical Society, Series C (Applied Statistics) (ISSN 0035-9254). 62 pp 85-100. doi: 10.1111/j.1467-9876.2012.01039.x. 2013.
. The Genomic HyperBrowser: an analysis web server for genome-scale data. Nucleic Acids Research (NAR) (ISSN 0305-1048). 41(W1) pp W133-W141. doi: 10.1093/nar/gkt342. 2013. Arkiv
. Statistical Corrections of Invalid Correlation Matrices. Scandinavian Journal of Statistics (ISSN 0303-6898). 40(4) pp 807-824. doi: 10.1111/sjos.12035. 2013.
. Antibiotic resistance in hospitals: a ward-specific random effect model in a low antibiotic consumption environment. Statistics in Medicine (ISSN 0277-6715). 32(8) pp 1407-1418. doi: 10.1002/sim.5636. 2013.
2012
. A Characterization of Internet Dating Network Structures among Nordic Men Who Have Sex with Men. PLOS ONE (ISSN 1932-6203). 7(7) doi: 10.1371/journal.pone.0039717. 2012. Fulltekst
. Genetic variants affecting the neural processing of human facial expressions: evidence using a genome-wide functional imaging approach. Translational Psychiatry (ISSN 2158-3188). doi: 10.1038/tp.2012.67. 2012.
. Overrepresentation of transcription factor families in the genesets underlying breast cancer subtypes. BMC Genomics (ISSN 1471-2164). 13(199) doi: 10.1186/1471-2164-13-199. 2012.
. Genome-wide study identifies PTPRO and WDR72 and FOXQ1-SUMO1P1 interaction associated with neurocognitive function. Journal of Psychiatric Research (ISSN 0022-3956). 46(2) pp 271-278. doi: 10.1016/j.jpsychires.2011.11.001. 2012.
2011
. The differential disease regulome. BMC Genomics (ISSN 1471-2164). 12 pp 353. doi: 10.1186/1471-2164-12-353. 2011. Fulltekst
. Linear and non-linear dependencies between copy number aberrations and mRNA expression reveal distinct molecular pathways in breast cancer. BMC Bioinformatics (ISSN 1471-2105). 12 doi: 10.1186/1471-2105-12-197. 2011.
. Combining Gene Signatures Improves Prediction of Breast Cancer Survival. PLOS ONE (ISSN 1932-6203). 6(3) doi: 10.1371/journal.pone.0017845. 2011.
. Identifying elemental genomic track types and representing them uniformly. BMC Bioinformatics (ISSN 1471-2105). 12 doi: 10.1186/1471-2105-12-494. 2011. Data
. Molecular Disease Map of Bone Characterizing the Postmenopausal Osteoporosis Phenotype. Journal of Bone and Mineral Research (ISSN 0884-0431). 26(8) pp 1793-1801. doi: 10.1002/jbmr.396. 2011.
. Estimated Comparative Integration Hotspots Identify Different Behaviors of Retroviral Gene Transfer Vectors. PLoS Computational Biology (ISSN 1553-734X). 7(12) doi: 10.1371/journal.pcbi.1002292. 2011.
. Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland. Tellus A: Dynamic Meteorology and Oceanography (ISSN 0280-6495). 63(4) pp 746-756. doi: 10.1111/j.1600-0870.2011.00525.x. 2011.
. Statistical rehabilitation of improper correlation matrices. Quantitative finance (Print) (ISSN 1469-7688). 11(7) pp 1081-1090. doi: 10.1080/14697680903390118. 2011.
2010
. A stochastic model for the assessment of the transmission pathways of heart and skeleton muscle inflammation, pancreas disease and infectious salmon anaemia in marine fish farms in Norway. Preventive Veterinary Medicine (ISSN 0167-5877). 93(1) pp 51-61. doi: 10.1016/j.prevetmed.2009.09.010. 2010.
. The Genomic HyperBrowser: inferential genomics at the sequence level. Genome Biology (ISSN 1465-6906). 11(12) doi: 10.1186/gb-2010-11-12-r121. 2010. Prosjekt Arkiv
. In Silico Ascription of Gene Expression Differences to Tumor and Stromal Cells in a Model to Study Impact on Breast Cancer Outcome. PLOS ONE (ISSN 1932-6203). 5(11) doi: 10.1371/journal.pone.0014002. 2010.
. Eight genes are highly associated with BMD variation in postmenopausal Caucasian women. Bone (ISSN 8756-3282). 46(3) pp 604-612. doi: 10.1016/j.bone.2009.11.007. 2010.
. On the simplified pair-copula construction - Simply useful or too simplistic? Journal of Multivariate Analysis (ISSN 0047-259X). 101(5) pp 1296-1310. doi: 10.1016/j.jmva.2009.12.001. 2010.
. Statistic rehabilitation of improper correlation matrices. Quantitative finance (Print) (ISSN 1469-7688). doi: 10.1080/14697680903390118. 2010.
. Markov Chains. Ukjent 2010.
2009
. Pair-copula constructions of multiple dependence. Insurance, Mathematics & Economics (ISSN 0167-6687). 44(2) pp 182-198. doi: 10.1016/j.insmatheco.2007.02.001. 2009.
2008
. Indirect genomic effects on survival from gene expression data. Genome Biology (ISSN 1465-6906). 9 2008.
. Investigating possible subtypes of schizophrenia patients and controls based on brain cortical thickness. Psychiatry Research : Neuroimaging (ISSN 0925-4927). 164(3) pp 254-264. 2008.
. Validation of oligoarrays for quantitative exploration of the transcriptome. BMC Genomics (ISSN 1471-2164). 9 doi: 10.1186/1471-2164-9-258. 2008.
. UNSUPERVISED EMPIRICAL BAYESIAN MULTIPLE TESTING WITH EXTERNAL COVARIATES. Annals of Applied Statistics (ISSN 1932-6157). 2(2) pp 714-735. doi: 10.1214/08-AOAS158. 2008.
. Accounting for haplotype phase uncertainty in linkage disequilibrium estimation. Genetic Epidemiology (ISSN 0741-0395). 32 pp 168-178. doi: 10.1002/gepi.20273. 2008.
. Cytokine expression profiling of the myocardium reveals a role for CX3CL1 (fractalkine) in heart failure. Journal of Molecular and Cellular Cardiology (ISSN 0022-2828). 45 pp 261-269. doi: 10.1016/j.yjmcc.2008.05.009. 2008.
. Regional thinning of the cerebral cortex in schizophrenia: Effects of diagnosis, age and antipsychotic medication. Schizophrenia Research (ISSN 0920-9964). 98 doi: 10.1016/j.schres.2007.09.015. 2008.
2007
. Accounting for haplotype phase uncertainty in LD estimation. Genetic Epidemiology (ISSN 0741-0395). 32(2) pp 168-178. doi: 10.1002/gepi.20273. 2007.
. A stochastic model for infectious salmon anemia (ISA) in Atlantic salmon farming. Journal of the Royal Society Interface (ISSN 1742-5689). 4 doi: 10.1098/rsif.2007.0217. 2007.
. Predicting survival from microarray data - a comparative study. Bioinformatics (ISSN 1367-4803). 23 pp 2080-2087. doi: 10.1093/bioinformatics/btm305. 2007. Omtale
. Climatically-driven synchrony of gerbil populations allows large-scale plague outbreaks. Ukjent 274(1621) pp 1091963. 2007.
. Cytokine expression profiling of the myocardium reveals a role for CX3CL1 (fractalkine) in heart failure. Journal of Molecular and Cellular Cardiology (ISSN 0022-2828). 42( 6) pp 152-153. 2007.
. What can statistics contribute to a causal understanding? Scandinavian Journal of Statistics (ISSN 0303-6898). 34(1) pp 155-168. doi: 10.1111/j.1467-9469.2006.00549.x. 2007.
. Climatically driven synchrony of gerbil populations allows large-scale plague outbreaks. Proceedings of the Royal Society of London. Biological Sciences (ISSN 0962-8452). 274 pp 1963-1969. doi: 10.1098/rspb.2007.0568. 2007.
. Effects of alcohol consumption and antipsychotic medication on brain morphology in schizophrenia. Schizophrenia Research (ISSN 0920-9964). 90 doi: 10.1016/j.schres.2006.11.008. 2007.
2006
. Incidence and clinical presentation of IBD in children. Comparison between prospective and retrospective data in a selected Norwegian population. Scandinavian Journal of Gastroenterology (ISSN 0036-5521). 41(12) pp 1433-9. doi: 10.1080/00365520600789891. 2006.
. Statistiske metoder i medisin og helsefag. Ukjent pp 185-294. 2006.
. Brain-derived neurotrophic factor gene (BDNF) variants and schizophrenia: an association study. Progress in Neuro-psychopharmacology and Biological Psychiatry (ISSN 0278-5846). 30(5) pp 924-933. 2006.
. Incidence and clinical presentation of IBD in Children: Comparison between prospective and retrospective data in a selected Norwegian population. Scandinavian Journal of Gastroenterology (ISSN 0036-5521). 41 pp 1433-1439. doi: 10.1080/00365520600789891. 2006.
. BDNF gene variants and brain morphology in schizophrenia. American Journal of Medical Genetics (ISSN 0148-7299). 141B pp 513-523. 2006.
2005
. Genome-wide estimation of transcript concentrations from spotted cDNA microarray data. Nucleic Acids Research (NAR) (ISSN 0305-1048). 33(17) doi: 10.1093/nar/gni141. 2005.
. The influence of missing value imputation on detection of differentially expressed genes from microarray data. Bioinformatics (ISSN 1367-4803). 21(23) pp 4272-4279. 2005.
. Bayesian population dynamics of interacting species: Great gerbils and fleas in Kazakhstan. Biometrics (ISSN 0006-341X). 61 2005.
. Effects of anastrozole on the intratumoral gene expression in locally advanced breast cancer. Journal of Steroid Biochemistry and Molecular Biology (ISSN 0960-0760). 95(1-5) pp 105-111. doi: 10.1016/j.jsbmb.2005.04.028. 2005.
2004
. A genetic and spatial Bayesian analysis of mastitis resistance. Genetics Selection Evolution (ISSN 0999-193X). 36 pp 527-542. 2004.
. Genetic and Spatial Bayesian analysis of mastitis resistance. Genetics Selection Evolution (ISSN 0999-193X). 36(5) pp 527-542. 2004.
. Practical Extreme value Modelling of Hydrological Floods and Droughts: a case study. Extremes (ISSN 1386-1999). 7 pp 5-30. 2004.
. Estimating functions in indirect inference. Journal of The Royal Statistical Society Series B-statistical Methodology (ISSN 1369-7412). 66 pp 447-462. 2004.
. Analysis of the humoral immune response to immunoselected phage-displayed peptides by a microarray-based method. Proteomics (ISSN 1615-9853). 4 pp 2572-2582. 2004.
. A genetic and spatial Bayesian analysis of mastitis resistance. Genetics Selection Evolution (ISSN 0999-193X). 36 pp 527-542. 2004.
2003
. A dynamic mixture model for unsupervised tail estimation without threshold selection. Extremes (ISSN 1386-1999). 5(3) pp 219-236. doi: 10.1023/A:1024072610684. 2003. Fulltekst
2002
. Hierarchical Bayesian Premium Rating with Latent Structure. Scandinavian Actuarial Journal (ISSN 0346-1238). (3) pp 162-184. doi: 10.1080/034612302320179854. 2002.
. Stationary Space Time Gaussian Fields and their time autoregressive representation. Statistical Modelling (ISSN 1471-082X). 2 pp 139-161. 2002.
. Handling non-extreme events in extreme value modelling of droughts. IAHS (274) pp 281-288. 2002.
. Statistical models and methods for discontinuous phenomena. [General introduction (by the Guest Editors) to the Special Issue of Journal of Nonparametric Statistics.]. Journal of nonparametric statistics (Print) (ISSN 1048-5252). 14 pp 1-6. 2002.
. Space-time Gaussian fields and their time-autoregressive representation. Statistical Modelling (ISSN 1471-082X). 2002 pp 139-161. 2002.
. Hierarchical Premium rating with latent structure. Scandinavian Actuarial Journal (ISSN 0346-1238). 3 pp 162-184. 2002.
. Statistical models and methods for discontinuous phenomena. Journal of nonparametric statistics (Print) (ISSN 1048-5252). pp 1-5. doi: 10.1080/10485250211393. 2002.
2000
. Antithetic Coupling of two Gibbs sampler Chains. Annals of Statistics (ISSN 0090-5364). 28(4) pp 1128-1149. doi: 10.1214/aos/1015956710. 2000.
. Smoothed Langevin proposals in Metropolis-Hastings algorithms. Statistics and Probability Letters (ISSN 0167-7152). 49 pp 345-354. doi: 10.1016/S0167-7152(00)00067-5. 2000.
. Gastrointestinale endoskopier av barn. Tidsskrift for Den norske legeforening (ISSN 0029-2001). 06.01.1904 00:29:00 pp 1063503. 2000.
. Penalised pseudolikelihood estimation in Markov random field modesl. Scandinavian Journal of Statistics (ISSN 0303-6898). 2000(28) pp 445-458. 2000.
1999
. Disease Mapping and Risk Assessment for Public Health. Ukjent pp 181-201. 1999.
. Smoothness in Bayesain non-parametric regression with wavelets. Methodology and Computing in Applied Probability (ISSN 1387-5841). 01.01.1904 01:04:00 pp 395-409. 1999.
1998
. Spatial models with covariates in environmental applications. Ukjent 1998.
1997
. Computational complexity of Markov chain Monte Carlo methods for finite Markov random fields. Biometrika (ISSN 0006-3444). 84(1) pp 18012012. doi: 10.1093/biomet/84.1.1. 1997.
. Bayesian image classification with Baddeley's delta loss. Journal of Computational And Graphical Statistics (JCGS) (ISSN 1061-8600). 6(1) pp 55-73. 1997.
Academic literature review
2014
. Principles and methods of integrative genomic analyses in cancer. Nature Reviews Cancer (ISSN 1474-175X). 14(5) pp 299-313. doi: 10.1038/nrc3721. 2014.
2004
. A special ENBIS issue of SMIJ. Statistical Modelling (ISSN 1471-082X). 4 pp 245-247. 2004.
Academic chapter/article/Conference paper
2021
. FINN. no Slates Dataset: A new Sequential Dataset Logging Interactions, all Viewed Items and Click Responses/No-Click for Recommender Systems Research. In: RecSys '21 : Fifteenth ACM Conference on Recommender Systems. (ISBN 9781450384582). doi: 10.1145/3460231.3474607. 2021.
2012
. Biostatistics Meets Bioinformatics in Integrating Information from Highdimensional Heterogeneous Genomic Data: Two Examples from Rare Genetic Diseases and Infectious Diseases. In: Computational Intelligence methods for bioinformatics and biostatistics. (ISBN 978-3-642-35686-5). pp 10-20. doi: 10.1007/978-3-642-35686-5_2. 2012.
2006
. Bayesian process-based modeling of two-channel microarray experiments estimating absolute mRNA concentrations. In: Bayesian Inference for Gene Expression and Proteomics. (ISBN 978-0-521-86092-5). pp 75-97. 2006.
Academic lecture
2022
. A Bayesian two-way latent structure clustering model for multiple data integration, with an application to subtyping breast cancer. Models and Learning in Clustering and Classification, 8/1/2022 - 8/6/2022.
. A Bayesian two-way latent structure clustering model for multiple data integration, with an application to subtyping breast cancer. Data Science Seminar, 10/1/2022.
. Probabilistic preference learning from incomplete rank data. Neyman Seminar; Berkeley, 10/27/2022.
2021
. The Norwegian regional stochastic model of the Covid-19 epidemics. WEbinar, 2/10/2021.
. Math&Stats modelling of breast cancer therapy. Danish Cancer Society Conference, 3/12/2021.
. Covid-19 modelling and AI. NTNU Brain tALK, 3/24/2021.
. Data science in emergency. HiDATA webinar: Data Science in the Post-Covid World, 5/11/2021.
. Models and predictions during the Covid-19 emergency in Norway. Conference of the Italian Statistical Society, 6/18/2021.
. Data science in an emergency. IT Konferanse 2021, 9/6/2021.
. Mathematical modelling of the Sars-CoV-2 pandemic in Norway. 27th Norwegian Conference on Epidemiology Bergen 2021; Bergen, 11/3/2021.
2016
. From big data to big insight. 25th Congress of the Ethiopian Statistical Association, 5/19/2016.
. Bayesian Inference for Ranks. 27th Nordic Mathematics Congress, 3/17/2016.
. My data science. Norsk forening for jus og edb, 1/31/2016.
. Big health data: fantastiske muligheter og utfordringer. Vårmøte Norsk Nyremedisinsk Forening; Bergen, 6/5/2016.
. Modelling and predicting residential water damage insurance claims via a calibrated dynamical downscaling. Big Data Tsunami at the Interface of Statistics, Environmental Sciences and Beyond (16w2669); Banff International Research Station, 3/11/2016 - 3/13/2016.
2015
. How well do regional climate models simulate the spatial dependence of precipitation? An application of pair-copula constructions. FINEWSTOCH Networkshop; Universitetet i Oslo, Matematisk institutt, 10/27/2015 - 10/28/2015.
. Hvor godt klarer regionale klimamodeller å gjenskape den romlige avhengigheten i nedbør? 18. norske statistikermøte; Solstrand, 6/16/2015 - 6/18/2015.
. Meta analysis with Mallows rank model. IBS Italian-Swiss region; Milano, 5/1/2015.
. Pan Cancer models. IBS Noerid region; Island, 6/15/2015.
. Preference learning. EMS European Meeting of Statistcians; Amsterdam, 6/1/2015.
. Bayesian Mallows model for preference learning. ISI world congress; Rio, 7/1/2015.
. Modelling and predicting residential water damage insurance claims in a climate change perspective. ISI 2015 60th World Statistics Congress; Rio de Janeiro, 7/26/2015 - 7/31/2015.
2014
. Vulnerability models for water damage insurance claims - predictions of future losses in a climate change perspective. (sfi)2 conclusive workshop; Oslo, 11/3/2014 - 11/4/2014.
2012
. Evaluating and Calibrating Dynamically Downscaled Precipitation Using the Doksum Shift Function. The 2012 Joint Statistical Meetings; San Diego, California, 7/28/2012 - 8/2/2012.
2011
. Evaluation of a dynamic downscaling of Norwegian precipitation. Workshop on Statistical approaches to down- and upscaling in climate models; Lund, 4/27/2011 - 4/29/2011.
. Calibrating dynamically downscaled precipitation using the Doksum shift function. Workshop on Statistical approaches to down- and upscaling in climate models; Lund, 4/27/2011 - 4/29/2011.
. Calibrating dynamically down-scaled precipitation using the Doksum shift function. Workshop on Statistical approaches to down- and upscaling in climate models. 27 – 29 April, 2011, in, 4/29/2011.
2010
. Analyses of antibiotic consumption and resistance in hospitals. Nordstat 2010, Voss; Voss, 6/18/2010.
. Assessment of the spread of heart and skeletal muscle inflammation, pancreas disease and infectious salmon anaemia in marine fish farms in Norway, based on a stochastic model. AREAPATHOGEN seminar om smittespredning og modellering; Bergen, 1/13/2010 - 1/14/2010.
. Indirect genomic effects on survival from gene expression data. 23rd Nordic Conference on Mathematical Statistics (NORDSTAT), 6/15/2010.
2009
. Indirect genomic effects on survival from gene expression data. 5th Conference of the Eastern Mediterranean Region of the International Biometric Society, 5/13/2009.
. Forenklede par-copula-konstruksjoner. Det 15. norske statistikermøtet, 6/17/2009.
2007
. A stochastic model for infectious salmon anemia (ISA) in Atlantic salmon farming. 30th annual Conference of Research Students in Probability and Statistics; Durham, 3/27/2007 - 3/30/2007. Fulltekst
. Pair-copula constructions of multiple dependence. (sfi)2 Workshop on Quantitative Risk Management, 4/24/2007.
2006
. The influence of missing value imputation on the detection of differentially expressed genes from microarray data. Tuesday statistics seminar; Oslo, 2/14/2006.
. Covariate-modulated false discovery rates. 9th International Vilnius Conference on Probability Theory and Mathematical Statistics; Vilnius, 6/25/2006 - 6/30/2006.
2005
. Genome-wide estimation of concentrations from spotted cDNA microarray data. Statistics semianr at Chalmers, 2/4/2005.
. Indirect inference. Statistics seminar at Chalmers, 2/3/2005.
. Population dynamics of the plague host Rhombomys opimus: statistical models combining field and remote-sensed data. Plague: bacteriology, evolution, ecology, epidemiology and its impact on human history; Vitenskapsakademiet, Oslo, 11/9/2005 - 11/12/2005.
. The influence of missing value imputation on the detection of differentially expressed genes from microarray data. 25th European Meeting of Statisticians; Oslo, 7/24/2005 - 7/28/2005.
2004
. Bayesian inference for microarray data. § 33rd Scottish and Northumbrian academic statisticians� meeting, 4/1/2004.
. Causal statements in the genomics literature. Norevent workshop on Causality - a statistical viewpoint, 9/3/2004.
. Model based approaches to microarray data. Seminari di statistica, 10/14/2004.
. Simulated likelihood. Statistics and probability seminar in Rome, 10/13/2004.
. Genome-wide estimation of transcript concentrations from spotted cDNA microarray data. MEB .- karolinska institute, 12/2/2004.
2003
. A genetic and district based Bayesian analysis of mastitis resistance in Norway. Det 12. Norske Statistikermøte; Hurdalsjøen Hotell, 6/16/2003 - 6/18/2003.
. Building and validating complex hierarchical Bayesian models with substantive knowledge: an example in biology with some general thoughts. Seminar i medisinsk statistikk; Oslo, 11/28/2003.
. The Role of Highly Structured Stochastic Models and Bayesian Mcmc Based Inference in Complex Technological Problems. 54th Session of the International Statistical Institute; Berlin, 8/13/2003 - 8/20/2003.
. Towards a comprehensive statistical model of cDNA microarrays. Workshop on statistical aspects of microarray data; Aarhus, 2/20/2003 - 2/22/2003.
. Some issues in statistical modelling of cDNA microarrays. Norevent Lyseby seminar; Oslo, 9/8/2003.
. Computational statistics: challenges and opportunities for the next decade. Norsk Statistikk forening - Oslo møte; Oslo, 11/21/2003.
. Computational statistics: challemges and opportunities for the next decade. BeMatA workshop; Hurdal, 10/10/2003 - 10/11/2003.
. Spatial localisation of GSM mobile phones. IMS- IMBA 1st joint statistical meeting; San Juan, 7/23/2003 - 7/27/2003.
. A Bayesian hierarchical model for the population dynamics of the coastal cod with focus on model comparison for density dependence estimation. SPRUCE VI international conference; Lund, 6/15/2003 - 6/19/2003.
2002
. Indirect inference. 24th European Meeting of Statisticans, Prague, 8/1/2002.
. Recent achievements and current challenges in statistics at NR. NR's jubileum, 9/25/2002.
. Hierarchial Bayesian models in Mobile communnication. European network for Business and Industrial statistics, workshop, Rimini, Italy, 9/1/2002.
. Building and validating complex Bayesian hierarchial models with substantive knowledge:an example in biology with some general thoughts. seminar i medisinsk statistikk, UiO, 11/1/2002.
. Are highly structured stochastic systems udeful and their inference reliable. Euroworkshop on Statistical Modelling- Model Building and Evaluation, Munich, Germany, 10/1/2002.
2001
. Population dynamics of cod along the norwegian Skagerrak coast: a structured Bayesain modelling approach. 2nd conference of the European Network for Business and Industrial Statistics 200; Oslo, 9/1/2001.
. Population dynamics of cod along the norwegian Skagerrak coast: a structured Bayesain modelling approach. 2nd conference of the European Network for Business and Industrial Statistics, 1/1/2001.
. Statistical models for the Kazakhstan plague data. EU- Stepica workshop; Almaty, Kazakhstan, 6/1/2001.
. Plague in Kazakhstan: a Bayesian Model for the temporal Dynamics of a vector-trnasmitted infectious disease. 23rd European Meeting of Statisticians 2001; Madeira, 8/1/2001.
. Handling non-extreme events in extreme value modelling of droughts. FRIEND 2001; South Africa, 12/1/2001.
2000
. Statistics in advanced manufacturing. Norsk Forening for Automatisering - Servomøtet 2000, 11/1/2000.
. Extreme value modelling of hydrological floods and droughts: a case study. 18th Nordic conference on mathematical statistics; Grimstad, 6/7/2000.
1999
. The role of simulation techniques in inference of complex models. Complex models and intesive computational methods for estimation and prediction, Venice, Italy, 9/1/1999.
. Nonparametric methods in spatial statistics with covariates. Gothenburg Workshop on image analysis and spatial statistics, 4/1/1999.
. Tail estimataion with the Generalised Pareto Distribution without threshold selection. Det 10. Norske Statistikermøte; Larvik, juni 1999, .
. Penalized Pseudolikelihood Inference in Spatial Interaction Models with Covariates. Statistics Seminar Programme, University of Glasgow, 11/1/1999.
. Geopricing in insurance. HSSS workshop on spatial statistics, 6/1/1999.
1998
. Beyond the histogram: applied statistics as a resource for development. NRs 50-års jubileumsseminar, 1/1/1998.
. A statistical method for describing uncertainty in flood forecasts from a hydrological rainfall-runoff model based on meteorological forecasts. European Geophysical Society XXIII General Assembly. Nice, France, 4/1/1998.
. Markov random field models and Markov chain Monte Carlo methods in image restoration. 22nd European Meeting of Statisticians and 7th Vilnius Conference on Probability Theory and Mathemat, 8/12/1998.
. Large claims in insurance and extreme value theory. 5th workshop on mathematics and Economics, Oslo, 10/1/1998.
. Penalized pseudolikelihood inference in spatial interaction models with covariates. Workshop on Models and Methods for Spatial and Spatio-temporal Data, München, 10/19/1998.
1997
. Bayesian backcalculation with HIV seropositivity notifications. HSSS workshop on Structured Backcalculation, Rome, 11/1/1997.
. Recent advances in Markov chain Monte Carlo methods. ISI satellite Meeting on Mathematical Statistics and its Applications to Biosciences, Rostock, 9/1/1997.
. Penalized pseudolikelihood inference in spatial interaction models with covariates. World Health Organization Workshop on Disease Mapping and Risk Assessment for Public Health Decision, 10/2/1997.
Abstract
2014
. Bayesian inference for ranks. Lecture Notes in Computer Science (LNCS). 8819 pp XIII-XIV. doi: 10.1007/978-3-319-12571-8. 2014.
2012
. A Seven-gene Signature Predicting Benefit of Postmastectomy Radiotherapy in High Risk Breast Cancer. European Journal of Cancer. 48 pp S181. 2012.
2007
. Cytokine expression profiling of the myocardium reveals a role for CX3CL1 in heart failure. Journal of Molecular and Cellular Cardiology. 42 doi: 10.1016/j.yjmcc.2007.03.495. 2007.
2006
. Cortical thinning in schizophrenia. Schizophrenia Research. 81 2006.
Lecture
2021
. Sverdrup prisen 2021. Nordstat, Nordic Statistical Conference; Tromsø, 6/21/2021 - 6/23/2021.
2020
. The Norwegian Covid-19 Model: a spatial modelling of the early phase epidemics. Webinar: The Norwegian Model of Covid-19: A spatial modelling of the early phase epidemics; webinar, 6/5/2020.
. Spatial modelling of early-phase COVID-19 epidemic in Norway. Infectious Dynamics of Pandemics: Mathematical and statistical challenges in understanding the dynamics of infectious disease pandemics; Cambridge, UK, 7/24/2020.
. In silico modelling of breast tumours for personalised therapy. CanCell yearly meeting 2020; Oslo, 10/16/2020.
2016
. The value of uncertainty. Software 2016; Oslo, 2/7/2016.
2015
. SFI Big Insight - Norsk Regnesentral/UiO. Skatteetaten; Oslo, 11/1/2015.
. kurs STK1110, om big data og fremtiden i statistikk. UiO; Oslo, 9/2/2015.
. Stabmøte "What is happening in biostatistics". OUS; Oslo, 4/1/2015.
Poster
2017
. Breast MRI as a building block for patient-specific simulations of drug effect. 4th Symposium of Nordic Association for Clinical Physics, Bridging Imaging and Therapy; Oslo, 2/6/2017 - 2/8/2017.
2016
. Recommendations from non-transitive pairwise comparisons. RecSys 2016, 9/12/2016.
2012
. Evaluation and calibration of dynamically downscaled precipitation over Norwegian mainland. Ten Lectures on Statistical Climatology; University of Washington, Seattle, 8/6/2012 - 8/10/2012.
. Evaluation and Calibration of Dynamically Downscaled Precipitation over Norwegian Mainland. Ninth International Geostatistics Congress; Oslo, 6/11/2012 - 6/15/2012.
2010
. A validation suite for downscaled climate model data. The 11th International Meeting on Statistical Climatology; Edinburgh, 7/12/2010 - 7/16/2010. Fulltekst
2009
. Eight Genes are Highly Associated with BMD variation in Postmenopausal Caucasian Women. 31th Annual meeting of the American Society for Bone and Mineral Research Denver Colorado 2009, 9/11/2009 - 9/15/2009.
2008
. Enhanced CX3CL1 (fractalkine) production in the failing myocardium may promote myocardial remodeling and dysfunction. 6th Annual CHFR Symposium; Oslo, 9/18/2008 - 9/19/2008.
2006
. Merging genomics information in Bayesian multiple testing. Stochastic centre workshop, Gothenburg, Sweden, 5/1/2006.
2005
. The influence of missing value imputation on the detection of differentially expressed genes from microarray data. Third Seattle Symposium in Biostatistics: Statistical Genetics and Genomics; Seattle, 11/21/2005 - 11/22/2005.
. Absolute mRNA concentrations from MA-data. 8th International Meeting of the Microarray Gene Expression Data Society, 9/11/2005.
2004
. Alcohol and morphometry in schizophrenia. Early Psychosis Congress; Vancouver, 9/9/2004.
Doctoral dissertation
2012
. Pair-copula constructions - an inferential perspective. Oslo: Akademisk Forlag Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo (ISSN 1501-7710). (1218). pp 136. 2012.
Report
2018
. Probabilistic preference learning with the Mallows rank model. Journal of Machine Learning Research. pp 45. 2018.
2011
. A Bayesian hierarchical model with spatial variable selection: the effect of weather on insurance claims. Derivation of distributions and MCMC sampling schemes. Matematisk Institutt, UiO. Preprint Series in Statistics 2011. pp 26. 2011. Arkiv
2010
. Supplemental material to: Evaluation of a dynamic downscaling of Norwegian precipitation. Norsk Regnesentral. NR-notat SAMBA/50/10. pp 26. 2010.
2009
. Rehabilitation of improper correlation matrices. Norsk Regnesentral. NR-notat SAMBA/03/09. pp 19. 2009. Fulltekst
2006
. Pair-copula constructions of multiple dependence. Norsk Regnesentral. NR-notat SAMBA/24/06. pp 45. 2006.
2004
. Hvordan bør fremtidens havbruksvirksomhet lokaliseres? Norsk Regnesentral. NR-notat SAMBA/31/04. 2004.
. Model-based estimation of transcript concentrations from spotted microarray data. Norsk Regnesentral. Report at the Norwegian Computing Center 999. (ISBN 82-539-0507-6) pp 40. 2004. Fulltekst Fulltekst
2003
. A Bayesian model for the population dynamics of two interacting species, with application to great gerbils and fleas in south-eastern Kazakhstan. Norsk Regnesentral. Report at the Norwegian Computing Center 994. (ISBN 82-539-0501-7) pp 19. 2003.
2002
. A first statistical methods for the geofraphic localisation of GSM mobile phones. 2002.
2001
. A note on statistical methods for the localisation of mobile phones. Norsk Regnesentral. NR-notat SAMBA/33/00. pp 15. 2001.
. A note on statistical methods for the localisation of mobile phones (TELEPLAN/FUNN project). Norsk Regnesentral. NR-notat SAMBA/28/01. pp 13. 2001.
2000
. Plague in Kazakhstan: a bayesian model for the temporal dynamics of a vector-transmitted infectious disease. Norsk Regnesentral. Report at the Norwegian Computing Center 959. (ISBN 82-539-0463-0) pp 20. 2000.
. Hierarchical Bayesian premium rating with latent variables. Norsk Regnesentral. Report at the Norwegian Computing Center 952. (ISBN 82-539-0456-8) pp 30. 2000. Fulltekst
. Bayesian Estimation of the Parameters of a Truncated Gamma Distribution. Norsk Regnesentral. NR-notat SAMBA/33/00. pp 20. 2000.
. Statistikkfaget ved årtusenskiftet: Reflections. 953. (ISBN 82-539-0457-6) pp 4. 2000.
. Hierarchical Bayesian premium rating with latent structure. Department of mathematics, University of Oslo. Statistical research report (Universitetet i Oslo. Matematisk institut 1. (ISBN 82-553-1221-8) pp 30. 2000.
1999
. Smoothed Langevin proposals in Metropolis-Hastings algorithms. Norsk Regnesentral. NR-notat SAND/06/99. pp 11. 1999. Fulltekst
. Antithetic coupling of two Gibbs sampler chains. NTNU, Institutt for matematiske fag. Preprint Statistics 13/1999. pp 24. 1999.
. Material for a time-dose-response study. Norsk Regnesentral. NR-notat SAMBA/18/99. pp 21. 1999.
. Antithetic coupling of two Gibbs Sampler chains. NTNU. Preprint Statistics 13. pp 24. 1999.
1998
. Quantifying uncertainty in HBV runoff forecasts by stochastic simulations. Norsk Regnesentral. NR-notat SAMBA/20/98. pp 38. 1998. Fulltekst
. Pure model error for the HBV-model. Norsk Regnesentral. NR-notat SAMBA/05/98. pp 29. 1998.
. Statistical modeling of the furnace process. Norsk Regnesentral. NR-notat SAMBA/24/98. pp 49. 1998.
. Antithetic coupling of two Gibbs sampler chains. Norsk Regnesentral. NR-notat SAMBA/07/98. pp 22. 1998. Fulltekst
. Preliminary ideas on a simulation approach to risk assessment of a train timetable. Norsk Regnesentral. NR-notat SAMBA/02/98. pp 14. 1998. Fulltekst
. Rigorous analysis of the convergence of MCMC algorithms. 1998.
. Bayesian backcalculation with HIV seropositivity notifications. Department of Mathematics, Univ. of Oslo. Statistical research report (Universitetet i Oslo. Matematisk institut 4. (ISBN 82-553-1128-9) pp 34. 1998.
1995
. Bayesian image classification with Baddeley's delta loss. Univ. i Trondheim. De matematiske institutter. Statistics 5/1995. pp 20. 1995.
Popular scientific lecture
2021
. Data Science for the covid-19 emergency. Pint of Science; Pint of Science Norway, Oslo, 11/3/2021.
2016
. Discovery and prediction of change. ESRA Norge, 2/2/2016.
. Big Data Big Insight. Interessentmøte for Innovasjon; Digital Life Norge, 6/16/2016.
. Big Health data. Oslo Life tech, 9/8/2016.
. The power of statistical science: from data to discovery and value. Workshop om matematikkens rolle i verdiskapningen; Norsk Matematikkråd, 11/10/2016.
. A high-dimensional tribute to Juni Palmgren. Workshop for Juni Palmgren, 8/31/2016.
. Value from sharing data. Del og bruk forskningsdata!; NFR, 4/26/2016.
. BigInsight and Skatteetatten. Annual workshop at Skatteetaten; Skatteetaten, Oslo, 11/24/2016.
. The data rich society of the future. Computing in Science Education; Matnat UiO, 12/9/2016.
2015
. The future of biostatistics and the Oslo Center for Biostatistics and Epidemiology. Ahus; Lillestrøm, 10/15/2015.
. Ledermøte: presentasjon av BigInsight. ABB; Oslo, 5/15/2015.
. Apollon lansering. UiO, 8/1/2015.
2012
. Statistics for innovation, presentasjon av en SFI. Kveldsforedrag; Norges Tekniske Vitenskapsakademi, Oslo, 4/18/2012.
2006
. Finding differentially expressed genes from microarray data. , .
2005
. Statistics and Bioinformatics. , .
Feature article
2021
. Aftenposten bommer om prognoser. Igjen og igjen. Aftenposten (morgenutg. : trykt utg.). 2021.
2011
Article in business/trade/industry journal
1998
. Bayesian back-calculation with HIV seropositivity notifications. Statistical research report (Universitetet i Oslo. Matematisk institut (ISSN 0806-3842). 1998.
. Smoothness in bayesian non-parametric regression with wavelets. Ukjent 1998.
Popular scientific article
2020
. Kan statistikk og matematikk redde like mange liv som nye medisiner? Aftenposten (morgenutg. : trykt utg.) (ISSN 0804-3116). 2020. Fulltekst
2003
. The Role of Highly Structured Stochastic Models and Bayesian Mcmc Based Inference in Complex Technological Problems. Ukjent. 8/13/2003.
1998
. Bayesian identification of algae in the Venice lagoon: parametric models with covariates (in Italian). Ukjent. 1/1/1998.
Editorial
2016
. Abel Symposia: Preface. Abel Symposia (ISSN 2193-2808). 11 pp vii-x. 2016.
Reader opinion piece
2006
. Statistics for Innovation. Tilfeldig gang, 12/5/2006,
Interview
2022
. Omikron vil neppe smitte alle. Men en eller annen variant, vil nesten alle bli smittet av. 2022. Aftenposten [Avis] 1/21/2022.
2016
. Forskning på statistiske modeller kan gi store gevinster. 2016. Forskningsnytt 2015 [Fagblad] 2/11/2016. Fulltekst
2015
. Her er likheten mellom kreft og skattejuks. 2015. Apollon [Tidsskrift] 8/14/2015.
. Innovasjon vs. personvern. 2015. ComputerWorld [Avis] 8/1/2015.
. De svakes ridder. 2015. Apollon [Tidsskrift] 11/16/2015.
Programme participation
2021
. Paneldebatt: HVA KAN VI LÆRE AV RUNDEN MED COVID: HVORDAN HÅNDTERER VI USIKKERHET OG ÅPENHET? 2021. Arendalsuka [Internet] 8/17/2021.
Programme management
2020
. Episode 3: Hvorfor skal forskning være en del av beredskapen vår? Med Arnoldo Frigessi. 2020.
. Episode 2: Om den essensielle usikkerheten. Med Arnoldo Frigessi. 2020.
Errata
2008
. Accounting for haplotype phase uncertainty in linkage disequilibrium estimation (vol 32, pg 168, 2008). 2008.
| Name: | Arnoldo Frigessi |
| Title: | Centre director SFI Big Insight, Professor II |
| Phone: | (+47) +47 95 73 55 74 Mob: +47 957 35 574 |
| Email: | frigessi [at] nr [dot] no |
| Scientific areas: | Highly Structured Stochastic Systems - HSSS, Bayesian process-based modeling, Space and space-time models, Huge data sets and multiple comparisons, Statistical genomics, Biostatistics |
| Add to contacts (vCard) |
| Show publications |
Academic anthology/Conference proceedings
2016
(eds). Statistical Analysis for High-Dimensional Data. Springer. (ISBN 978-3-319-27097-5). pp 306. 2016.
(eds). Statistical analysis for high-dimensional data. The Abel Symposium 2014. Springer. (ISBN 978-3-319-27097-5). pp 360. 2016.
2003
(eds). On some current research in MCMC. Oxford University Press. pp 6. 2003.
Academic article
2023
. A multicenter randomized trial for quality of life evaluation by non-invasive intelligent tools during post-curative treatment follow-up for head and neck cancer: Clinical study protocol. Frontiers in Oncology (ISSN 2234-943X). 13 pp 1-16. doi: 10.3389/fonc.2023.1048593. 2023.
. A sequential Monte Carlo approach to estimate a time varying reproduction number in infectious disease models: the Covid-19 case. Journal of the Royal Statistical Society: Series A (Statistics in Society) (ISSN 0964-1998). 2023.
. A real-time regional model for COVID-19: Probabilistic situational awareness and forecasting. PLoS Computational Biology (ISSN 1553-734X). 19:e1010860(1) pp 1-26. doi: 10.1371/journal.pcbi.1010860. 2023.
2022
. An agent-based model with social interactions for scalable probabilistic prediction of performance of a new product. International Journal of Information Management Data Insights. 2(2) doi: 10.1016/j.jjimei.2022.100127. 2022. Arkiv
. Discovery of host-directed modulators of virus infection by probing the SARS-CoV-2–host protein–protein interaction network. Briefings in Bioinformatics (ISSN 1467-5463). 23(6) doi: 10.1093/bib/bbac456. 2022. Arkiv
. Reduced heart rate variability is related to the number of metabolic syndrome components and manifest diabetes in the sixth Tromsø study 2007–2008. Scientific Reports (ISSN 2045-2322). 12 doi: 10.1038/s41598-022-15824-0. 2022. Arkiv
. Transcriptomic pan-cancer analysis using rank-based Bayesian inference. Molecular Oncology (ISSN 1574-7891). 00(0) pp 1-16. doi: 10.1002/1878-0261.13354. 2022. Arkiv
. ABC of the future. International Statistical Review (ISSN 0306-7734). doi: 10.1111/insr.12522. 2022. Arkiv
. Pre-diagnostic DNA methylation in blood leucocytes in cutaneous melanoma; a nested case–control study within the Norwegian Women and Cancer cohort. Scientific Reports (ISSN 2045-2322). 12(1) doi: 10.1038/s41598-022-18585-y. 2022. Arkiv
. Increased household transmission and immune escape of the SARS-CoV-2 Omicron compared to Delta variants. Nature Communications (ISSN 2041-1723). 13(1) pp 1-5. doi: 10.1038/s41467-022-33233-9. 2022. Arkiv Fulltekst
. Dynamic slate recommendation with gated recurrent units and Thompson sampling. Data mining and knowledge discovery (ISSN 1384-5810). 36 pp 1756-1786. doi: 10.1007/s10618-022-00849-w. 2022. Arkiv
2021
. Spatial modelling of Lexis mortality data. Spatial Statistics (ISSN 2211-6753). 44 doi: 10.1016/j.spasta.2021.100532. 2021.
. Increased transmissibility of the alpha SARS-CoV-2 variant: evidence from contact tracing data in Oslo, January to February 2021. Infectious Diseases (ISSN 2374-4235). 54(1) pp 72-77. doi: 10.1080/23744235.2021.1977382. 2021. Arkiv
. A scalable solver for a stochastic, hybrid cellular automaton model of personalized breast cancer therapy. International Journal for Numerical Methods in Biomedical Engineering (ISSN 2040-7939). 38(1) doi: 10.1002/cnm.3542. 2021. Arkiv
2020
. DNA copy number motifs are strong and independent predictors of survival in breast cancer. Communications Biology (ISSN 2399-3642). 3 doi: 10.1038/s42003-020-0884-6. 2020. Arkiv
. Time-aggregated mobile phone mobility data are sufficient for modelling influenza spread: the case of Bangladesh. Journal of the Royal Society Interface (ISSN 1742-5689). 17(167) doi: 10.1098/rsif.2019.0809. 2020. Arkiv
. Lifetime ultraviolet radiation exposure and DNA methylation in blood leukocytes: The Norwegian Women and Cancer Study. Scientific Reports (ISSN 2045-2322). 10 pp 1-8. doi: 10.1038/s41598-020-61430-3. 2020. Arkiv
. Contrasting DCIS and invasive breast cancer by subtype suggests basal-like DCIS as distinct lesions. NPJ breast cancer (ISSN 2374-4677). 6 doi: 10.1038/s41523-020-0167-x. 2020. Arkiv
2019
. Towards personalized computer simulation of breast cancer treatment: a multi-scale pharmacokinetic and pharmacodynamic model informed by multi-type patient data. Cancer Research (ISSN 0008-5472). 79(16) pp 4293-4304. doi: 10.1158/0008-5472.CAN-18-1804. 2019. Arkiv
. An independent poor-prognosis subtype of breast cancer defined by a distinct tumor immune microenvironment. Nature Communications (ISSN 2041-1723). 10:5499 pp 1-14. doi: 10.1038/s41467-019-13329-5. 2019. Arkiv
. Diverse personalized recommendations with uncertainty from implicit preference data with the Bayesian Mallows model. Knowledge-Based Systems (ISSN 0950-7051). pp 1-12. doi: 10.1016/j.knosys.2019.104960. 2019. Arkiv
. A Bayesian two-way latent structure model for genomic data integration reveals few pan-genomic cluster subtypes in a breast cancer cohort. Bioinformatics (ISSN 1367-4803). 35(23) pp 4886-4897. doi: 10.1093/bioinformatics/btz381. 2019.
. Model-based learning from preference data. Annual Review of Statistics and Its Application (ISSN 2326-8298). 6 pp 329-354. doi: 10.1146/annurev-statistics-031017-100213. 2019.
. A theoretical single-parameter model for urbanisation to study infectious disease spread and interventions. PLoS Computational Biology (ISSN 1553-734X). 15(3) doi: 10.1371/journal.pcbi.1006879. 2019. Arkiv
. A Bayesian Mallows approach to nontransitive pair comparison data: How human are sounds? Annals of Applied Statistics (ISSN 1932-6157). 13(1) pp 492-519. doi: 10.1214/18-AOAS1203. 2019. Arkiv
2018
. A three minutes supine position test reveals higher risk of spinal anesthesia induced hypotension during cesarean delivery. An observational study. [version 1; peer review: 3 approved]. F1000 Research (ISSN 2046-1402). 7(1028) pp 1-20. doi: 10.12688/F1000RESEARCH.15142.1. 2018. Arkiv
. Extreme value modelling of water-related insurance claims. Annals of Applied Statistics (ISSN 1932-6157). 12(1) pp 246-282. doi: 10.1214/17-AOAS1081. 2018. Arkiv
. Covariate Selection in High-Dimensional Generalized Linear Models With Measurement Error. Journal of Computational And Graphical Statistics (JCGS) (ISSN 1061-8600). 27(4) pp 739-749. doi: 10.1080/10618600.2018.1425626. 2018. Arkiv
. Bayesian spatial monotonic multiple regression. Biometrika (ISSN 0006-3444). 105(3) pp 691-707. doi: 10.1093/biomet/asy019. 2018.
. The peer effect on pain tolerance. Scandinavian Journal of Pain (ISSN 1877-8860). 18(3) pp 467-477. doi: 10.1515/sjpain-2018-0060. 2018. Fulltekst Arkiv
. Probabilistic preference learning with the Mallows rank model. Journal of machine learning research (ISSN 1532-4435). 18 pp 1-49. 2018. Arkiv
. A correction for sample overlap in genome-wide association studies in a polygenic pleiotropy-informed framework. BMC Genomics (ISSN 1471-2164). 19:494 pp 1-15. doi: 10.1186/s12864-018-4859-7. 2018. Arkiv
2017
. DNA methylation at enhancers identifies distinct breast cancer lineages. Nature Communications (ISSN 2041-1723). 8(1379) doi: 10.1038/s41467-017-00510-x. 2017. Arkiv
. Time-varying rankings with the Bayesian Mallows model. Stat (ISSN 2049-1573). 6(1) pp 14-30. doi: 10.1002/sta4.132. 2017. Arkiv
. Simulating the life course of psoriasis patients: the interplay between therapy intervention and marital status. Journal of the European Academy of Dermatology and Venereology (ISSN 0926-9959). 32(1) pp 62-67. doi: 10.1111/jdv.14567. 2017. Arkiv
. Integrative clustering reveals a novel split in the luminal A subtype of breast cancer with impact on outcome. Breast Cancer Research (ISSN 1465-5411). 19 doi: 10.1186/s13058-017-0812-y. 2017. Fulltekst Arkiv
. Joint Bayesian modeling of time to malaria and mosquito abundance in Ethiopia. BMC Infectious Diseases (ISSN 1471-2334). 17(1) doi: 10.1186/s12879-017-2496-4. 2017. Arkiv
2016
. Calibrating regionally downscaled precipitation over Norway through quantile-based approaches. Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO) (ISSN 2364-3579). 2 pp 39-47. doi: 10.5194/ascmo-2-39-2016. 2016. Arkiv Fulltekst
. Recommendation from intransitive pairwise comparisons. CEUR Workshop Proceedings (ISSN 1613-0073). 1688 2016.
. Structure learning in Bayesian Networks using regular vines. Computational Statistics & Data Analysis (ISSN 0167-9473). 101 pp 186-208. doi: 10.1016/j.csda.2016.03.003. 2016. Fulltekst
. Preselection in Lasso-Type Analysis for Ultra-High Dimensional Genomic Exploration. Abel Symposia (ISSN 2193-2808). 11 pp 37-66. doi: 10.1007/978-3-319-27099-9_3. 2016.
. Some themes in high-dimensional statistics. Abel Symposia (ISSN 2193-2808). 11 pp 1-13. doi: 10.1007/978-3-319-27099-9_1. 2016.
. Tilting the lasso by knowledge-based post-processing. BMC Bioinformatics (ISSN 1471-2105). 17(344) pp 1-9. doi: 10.1186/s12859-016-1210-7. 2016.
. Gene expression analysis supports tumor threshold over 2.0 cm for T-category breast cancer. EURASIP Journal on Bioinformatics and Systems Biology (ISSN 1687-4145). 2016(6) doi: 10.1186/s13637-015-0034-5. 2016. Arkiv
2015
. How well do regional climate models simulate the spatial dependence of precipitation? An application of pair-copula constructions. Journal of Geophysical Research (JGR): Atmospheres (ISSN 2169-897X). 120(7) pp 2624-2646. doi: 10.1002/2014JD022748. 2015.
. Identifying Novel Gene Variants in Coronary Artery Disease and Shared Genes with Several Cardiovascular Risk Factors. Circulation Research (ISSN 0009-7330). 1 pp 83-94. doi: 10.1161/CIRCRESAHA.115.306629. 2015.
. Measurement error in Lasso: Impact and likelihood bias correction. Statistica sinica (ISSN 1017-0405). 25(2) pp 809-829. doi: 10.5705/ss.2013.180. 2015. Arkiv
. Alcohol and Emotional Contagion An Examination of the Spreading of Smiles in Male and Female Drinking Groups. Clinical Psychological Science (ISSN 2167-7026). 3(5) pp 686-701. doi: 10.1177/2167702614548892. 2015.
. (sfi)2 statistics for innovation - The experience of the Oslo centre in industrial statistics. Applied Stochastic Models in Business and Industry (ISSN 1524-1904). 31(1) pp 82-93. doi: 10.1002/asmb.2113. 2015.
2014
. Genome-wide DNA methylation profiles in progression to in situ and invasive carcinoma of the breast with impact on gene transcription and prognosis. Genome Biology (ISSN 1465-6906). 15 pp 435. doi: 10.1186/s13059-014-0435-x. 2014. Arkiv
. Development and Validation of a Gene Profile Predicting Benefit of Postmastectomy Radiotherapy in Patients with High-Risk Breast Cancer: A Study of Gene Expression in the DBCG82bc Cohort. Clinical Cancer Research (ISSN 1078-0432). 20(20) pp 5272-5280. doi: 10.1158/1078-0432.CCR-14-0458. 2014. Arkiv
2013
. A Bayesian hierarchical model with spatial variable selection: the effect of weather on insurance claims. The Journal of the Royal Statistical Society, Series C (Applied Statistics) (ISSN 0035-9254). 62 pp 85-100. doi: 10.1111/j.1467-9876.2012.01039.x. 2013.
. The Genomic HyperBrowser: an analysis web server for genome-scale data. Nucleic Acids Research (NAR) (ISSN 0305-1048). 41(W1) pp W133-W141. doi: 10.1093/nar/gkt342. 2013. Arkiv
. Statistical Corrections of Invalid Correlation Matrices. Scandinavian Journal of Statistics (ISSN 0303-6898). 40(4) pp 807-824. doi: 10.1111/sjos.12035. 2013.
. Antibiotic resistance in hospitals: a ward-specific random effect model in a low antibiotic consumption environment. Statistics in Medicine (ISSN 0277-6715). 32(8) pp 1407-1418. doi: 10.1002/sim.5636. 2013.
2012
. A Characterization of Internet Dating Network Structures among Nordic Men Who Have Sex with Men. PLOS ONE (ISSN 1932-6203). 7(7) doi: 10.1371/journal.pone.0039717. 2012. Fulltekst
. Genetic variants affecting the neural processing of human facial expressions: evidence using a genome-wide functional imaging approach. Translational Psychiatry (ISSN 2158-3188). doi: 10.1038/tp.2012.67. 2012.
. Overrepresentation of transcription factor families in the genesets underlying breast cancer subtypes. BMC Genomics (ISSN 1471-2164). 13(199) doi: 10.1186/1471-2164-13-199. 2012.
. Genome-wide study identifies PTPRO and WDR72 and FOXQ1-SUMO1P1 interaction associated with neurocognitive function. Journal of Psychiatric Research (ISSN 0022-3956). 46(2) pp 271-278. doi: 10.1016/j.jpsychires.2011.11.001. 2012.
2011
. The differential disease regulome. BMC Genomics (ISSN 1471-2164). 12 pp 353. doi: 10.1186/1471-2164-12-353. 2011. Fulltekst
. Linear and non-linear dependencies between copy number aberrations and mRNA expression reveal distinct molecular pathways in breast cancer. BMC Bioinformatics (ISSN 1471-2105). 12 doi: 10.1186/1471-2105-12-197. 2011.
. Combining Gene Signatures Improves Prediction of Breast Cancer Survival. PLOS ONE (ISSN 1932-6203). 6(3) doi: 10.1371/journal.pone.0017845. 2011.
. Identifying elemental genomic track types and representing them uniformly. BMC Bioinformatics (ISSN 1471-2105). 12 doi: 10.1186/1471-2105-12-494. 2011. Data
. Molecular Disease Map of Bone Characterizing the Postmenopausal Osteoporosis Phenotype. Journal of Bone and Mineral Research (ISSN 0884-0431). 26(8) pp 1793-1801. doi: 10.1002/jbmr.396. 2011.
. Estimated Comparative Integration Hotspots Identify Different Behaviors of Retroviral Gene Transfer Vectors. PLoS Computational Biology (ISSN 1553-734X). 7(12) doi: 10.1371/journal.pcbi.1002292. 2011.
. Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland. Tellus A: Dynamic Meteorology and Oceanography (ISSN 0280-6495). 63(4) pp 746-756. doi: 10.1111/j.1600-0870.2011.00525.x. 2011.
. Statistical rehabilitation of improper correlation matrices. Quantitative finance (Print) (ISSN 1469-7688). 11(7) pp 1081-1090. doi: 10.1080/14697680903390118. 2011.
2010
. A stochastic model for the assessment of the transmission pathways of heart and skeleton muscle inflammation, pancreas disease and infectious salmon anaemia in marine fish farms in Norway. Preventive Veterinary Medicine (ISSN 0167-5877). 93(1) pp 51-61. doi: 10.1016/j.prevetmed.2009.09.010. 2010.
. The Genomic HyperBrowser: inferential genomics at the sequence level. Genome Biology (ISSN 1465-6906). 11(12) doi: 10.1186/gb-2010-11-12-r121. 2010. Prosjekt Arkiv
. In Silico Ascription of Gene Expression Differences to Tumor and Stromal Cells in a Model to Study Impact on Breast Cancer Outcome. PLOS ONE (ISSN 1932-6203). 5(11) doi: 10.1371/journal.pone.0014002. 2010.
. Eight genes are highly associated with BMD variation in postmenopausal Caucasian women. Bone (ISSN 8756-3282). 46(3) pp 604-612. doi: 10.1016/j.bone.2009.11.007. 2010.
. On the simplified pair-copula construction - Simply useful or too simplistic? Journal of Multivariate Analysis (ISSN 0047-259X). 101(5) pp 1296-1310. doi: 10.1016/j.jmva.2009.12.001. 2010.
. Statistic rehabilitation of improper correlation matrices. Quantitative finance (Print) (ISSN 1469-7688). doi: 10.1080/14697680903390118. 2010.
. Markov Chains. Ukjent 2010.
2009
. Pair-copula constructions of multiple dependence. Insurance, Mathematics & Economics (ISSN 0167-6687). 44(2) pp 182-198. doi: 10.1016/j.insmatheco.2007.02.001. 2009.
2008
. Indirect genomic effects on survival from gene expression data. Genome Biology (ISSN 1465-6906). 9 2008.
. Investigating possible subtypes of schizophrenia patients and controls based on brain cortical thickness. Psychiatry Research : Neuroimaging (ISSN 0925-4927). 164(3) pp 254-264. 2008.
. Validation of oligoarrays for quantitative exploration of the transcriptome. BMC Genomics (ISSN 1471-2164). 9 doi: 10.1186/1471-2164-9-258. 2008.
. UNSUPERVISED EMPIRICAL BAYESIAN MULTIPLE TESTING WITH EXTERNAL COVARIATES. Annals of Applied Statistics (ISSN 1932-6157). 2(2) pp 714-735. doi: 10.1214/08-AOAS158. 2008.
. Accounting for haplotype phase uncertainty in linkage disequilibrium estimation. Genetic Epidemiology (ISSN 0741-0395). 32 pp 168-178. doi: 10.1002/gepi.20273. 2008.
. Cytokine expression profiling of the myocardium reveals a role for CX3CL1 (fractalkine) in heart failure. Journal of Molecular and Cellular Cardiology (ISSN 0022-2828). 45 pp 261-269. doi: 10.1016/j.yjmcc.2008.05.009. 2008.
. Regional thinning of the cerebral cortex in schizophrenia: Effects of diagnosis, age and antipsychotic medication. Schizophrenia Research (ISSN 0920-9964). 98 doi: 10.1016/j.schres.2007.09.015. 2008.
2007
. Accounting for haplotype phase uncertainty in LD estimation. Genetic Epidemiology (ISSN 0741-0395). 32(2) pp 168-178. doi: 10.1002/gepi.20273. 2007.
. A stochastic model for infectious salmon anemia (ISA) in Atlantic salmon farming. Journal of the Royal Society Interface (ISSN 1742-5689). 4 doi: 10.1098/rsif.2007.0217. 2007.
. Predicting survival from microarray data - a comparative study. Bioinformatics (ISSN 1367-4803). 23 pp 2080-2087. doi: 10.1093/bioinformatics/btm305. 2007. Omtale
. Climatically-driven synchrony of gerbil populations allows large-scale plague outbreaks. Ukjent 274(1621) pp 1091963. 2007.
. Cytokine expression profiling of the myocardium reveals a role for CX3CL1 (fractalkine) in heart failure. Journal of Molecular and Cellular Cardiology (ISSN 0022-2828). 42( 6) pp 152-153. 2007.
. What can statistics contribute to a causal understanding? Scandinavian Journal of Statistics (ISSN 0303-6898). 34(1) pp 155-168. doi: 10.1111/j.1467-9469.2006.00549.x. 2007.
. Climatically driven synchrony of gerbil populations allows large-scale plague outbreaks. Proceedings of the Royal Society of London. Biological Sciences (ISSN 0962-8452). 274 pp 1963-1969. doi: 10.1098/rspb.2007.0568. 2007.
. Effects of alcohol consumption and antipsychotic medication on brain morphology in schizophrenia. Schizophrenia Research (ISSN 0920-9964). 90 doi: 10.1016/j.schres.2006.11.008. 2007.
2006
. Incidence and clinical presentation of IBD in children. Comparison between prospective and retrospective data in a selected Norwegian population. Scandinavian Journal of Gastroenterology (ISSN 0036-5521). 41(12) pp 1433-9. doi: 10.1080/00365520600789891. 2006.
. Statistiske metoder i medisin og helsefag. Ukjent pp 185-294. 2006.
. Brain-derived neurotrophic factor gene (BDNF) variants and schizophrenia: an association study. Progress in Neuro-psychopharmacology and Biological Psychiatry (ISSN 0278-5846). 30(5) pp 924-933. 2006.
. Incidence and clinical presentation of IBD in Children: Comparison between prospective and retrospective data in a selected Norwegian population. Scandinavian Journal of Gastroenterology (ISSN 0036-5521). 41 pp 1433-1439. doi: 10.1080/00365520600789891. 2006.
. BDNF gene variants and brain morphology in schizophrenia. American Journal of Medical Genetics (ISSN 0148-7299). 141B pp 513-523. 2006.
2005
. Genome-wide estimation of transcript concentrations from spotted cDNA microarray data. Nucleic Acids Research (NAR) (ISSN 0305-1048). 33(17) doi: 10.1093/nar/gni141. 2005.
. The influence of missing value imputation on detection of differentially expressed genes from microarray data. Bioinformatics (ISSN 1367-4803). 21(23) pp 4272-4279. 2005.
. Bayesian population dynamics of interacting species: Great gerbils and fleas in Kazakhstan. Biometrics (ISSN 0006-341X). 61 2005.
. Effects of anastrozole on the intratumoral gene expression in locally advanced breast cancer. Journal of Steroid Biochemistry and Molecular Biology (ISSN 0960-0760). 95(1-5) pp 105-111. doi: 10.1016/j.jsbmb.2005.04.028. 2005.
2004
. A genetic and spatial Bayesian analysis of mastitis resistance. Genetics Selection Evolution (ISSN 0999-193X). 36 pp 527-542. 2004.
. Genetic and Spatial Bayesian analysis of mastitis resistance. Genetics Selection Evolution (ISSN 0999-193X). 36(5) pp 527-542. 2004.
. Practical Extreme value Modelling of Hydrological Floods and Droughts: a case study. Extremes (ISSN 1386-1999). 7 pp 5-30. 2004.
. Estimating functions in indirect inference. Journal of The Royal Statistical Society Series B-statistical Methodology (ISSN 1369-7412). 66 pp 447-462. 2004.
. Analysis of the humoral immune response to immunoselected phage-displayed peptides by a microarray-based method. Proteomics (ISSN 1615-9853). 4 pp 2572-2582. 2004.
. A genetic and spatial Bayesian analysis of mastitis resistance. Genetics Selection Evolution (ISSN 0999-193X). 36 pp 527-542. 2004.
2003
. A dynamic mixture model for unsupervised tail estimation without threshold selection. Extremes (ISSN 1386-1999). 5(3) pp 219-236. doi: 10.1023/A:1024072610684. 2003. Fulltekst
2002
. Hierarchical Bayesian Premium Rating with Latent Structure. Scandinavian Actuarial Journal (ISSN 0346-1238). (3) pp 162-184. doi: 10.1080/034612302320179854. 2002.
. Stationary Space Time Gaussian Fields and their time autoregressive representation. Statistical Modelling (ISSN 1471-082X). 2 pp 139-161. 2002.
. Handling non-extreme events in extreme value modelling of droughts. IAHS (274) pp 281-288. 2002.
. Statistical models and methods for discontinuous phenomena. [General introduction (by the Guest Editors) to the Special Issue of Journal of Nonparametric Statistics.]. Journal of nonparametric statistics (Print) (ISSN 1048-5252). 14 pp 1-6. 2002.
. Space-time Gaussian fields and their time-autoregressive representation. Statistical Modelling (ISSN 1471-082X). 2002 pp 139-161. 2002.
. Hierarchical Premium rating with latent structure. Scandinavian Actuarial Journal (ISSN 0346-1238). 3 pp 162-184. 2002.
. Statistical models and methods for discontinuous phenomena. Journal of nonparametric statistics (Print) (ISSN 1048-5252). pp 1-5. doi: 10.1080/10485250211393. 2002.
2000
. Antithetic Coupling of two Gibbs sampler Chains. Annals of Statistics (ISSN 0090-5364). 28(4) pp 1128-1149. doi: 10.1214/aos/1015956710. 2000.
. Smoothed Langevin proposals in Metropolis-Hastings algorithms. Statistics and Probability Letters (ISSN 0167-7152). 49 pp 345-354. doi: 10.1016/S0167-7152(00)00067-5. 2000.
. Gastrointestinale endoskopier av barn. Tidsskrift for Den norske legeforening (ISSN 0029-2001). 06.01.1904 00:29:00 pp 1063503. 2000.
. Penalised pseudolikelihood estimation in Markov random field modesl. Scandinavian Journal of Statistics (ISSN 0303-6898). 2000(28) pp 445-458. 2000.
1999
. Disease Mapping and Risk Assessment for Public Health. Ukjent pp 181-201. 1999.
. Smoothness in Bayesain non-parametric regression with wavelets. Methodology and Computing in Applied Probability (ISSN 1387-5841). 01.01.1904 01:04:00 pp 395-409. 1999.
1998
. Spatial models with covariates in environmental applications. Ukjent 1998.
1997
. Computational complexity of Markov chain Monte Carlo methods for finite Markov random fields. Biometrika (ISSN 0006-3444). 84(1) pp 18012012. doi: 10.1093/biomet/84.1.1. 1997.
. Bayesian image classification with Baddeley's delta loss. Journal of Computational And Graphical Statistics (JCGS) (ISSN 1061-8600). 6(1) pp 55-73. 1997.
Academic literature review
2014
. Principles and methods of integrative genomic analyses in cancer. Nature Reviews Cancer (ISSN 1474-175X). 14(5) pp 299-313. doi: 10.1038/nrc3721. 2014.
2004
. A special ENBIS issue of SMIJ. Statistical Modelling (ISSN 1471-082X). 4 pp 245-247. 2004.
Academic chapter/article/Conference paper
2021
. FINN. no Slates Dataset: A new Sequential Dataset Logging Interactions, all Viewed Items and Click Responses/No-Click for Recommender Systems Research. In: RecSys '21 : Fifteenth ACM Conference on Recommender Systems. (ISBN 9781450384582). doi: 10.1145/3460231.3474607. 2021.
2012
. Biostatistics Meets Bioinformatics in Integrating Information from Highdimensional Heterogeneous Genomic Data: Two Examples from Rare Genetic Diseases and Infectious Diseases. In: Computational Intelligence methods for bioinformatics and biostatistics. (ISBN 978-3-642-35686-5). pp 10-20. doi: 10.1007/978-3-642-35686-5_2. 2012.
2006
. Bayesian process-based modeling of two-channel microarray experiments estimating absolute mRNA concentrations. In: Bayesian Inference for Gene Expression and Proteomics. (ISBN 978-0-521-86092-5). pp 75-97. 2006.
Academic lecture
2022
. A Bayesian two-way latent structure clustering model for multiple data integration, with an application to subtyping breast cancer. Models and Learning in Clustering and Classification, 8/1/2022 - 8/6/2022.
. A Bayesian two-way latent structure clustering model for multiple data integration, with an application to subtyping breast cancer. Data Science Seminar, 10/1/2022.
. Probabilistic preference learning from incomplete rank data. Neyman Seminar; Berkeley, 10/27/2022.
2021
. The Norwegian regional stochastic model of the Covid-19 epidemics. WEbinar, 2/10/2021.
. Math&Stats modelling of breast cancer therapy. Danish Cancer Society Conference, 3/12/2021.
. Covid-19 modelling and AI. NTNU Brain tALK, 3/24/2021.
. Data science in emergency. HiDATA webinar: Data Science in the Post-Covid World, 5/11/2021.
. Models and predictions during the Covid-19 emergency in Norway. Conference of the Italian Statistical Society, 6/18/2021.
. Data science in an emergency. IT Konferanse 2021, 9/6/2021.
. Mathematical modelling of the Sars-CoV-2 pandemic in Norway. 27th Norwegian Conference on Epidemiology Bergen 2021; Bergen, 11/3/2021.
2016
. From big data to big insight. 25th Congress of the Ethiopian Statistical Association, 5/19/2016.
. Bayesian Inference for Ranks. 27th Nordic Mathematics Congress, 3/17/2016.
. My data science. Norsk forening for jus og edb, 1/31/2016.
. Big health data: fantastiske muligheter og utfordringer. Vårmøte Norsk Nyremedisinsk Forening; Bergen, 6/5/2016.
. Modelling and predicting residential water damage insurance claims via a calibrated dynamical downscaling. Big Data Tsunami at the Interface of Statistics, Environmental Sciences and Beyond (16w2669); Banff International Research Station, 3/11/2016 - 3/13/2016.
2015
. How well do regional climate models simulate the spatial dependence of precipitation? An application of pair-copula constructions. FINEWSTOCH Networkshop; Universitetet i Oslo, Matematisk institutt, 10/27/2015 - 10/28/2015.
. Hvor godt klarer regionale klimamodeller å gjenskape den romlige avhengigheten i nedbør? 18. norske statistikermøte; Solstrand, 6/16/2015 - 6/18/2015.
. Meta analysis with Mallows rank model. IBS Italian-Swiss region; Milano, 5/1/2015.
. Pan Cancer models. IBS Noerid region; Island, 6/15/2015.
. Preference learning. EMS European Meeting of Statistcians; Amsterdam, 6/1/2015.
. Bayesian Mallows model for preference learning. ISI world congress; Rio, 7/1/2015.
. Modelling and predicting residential water damage insurance claims in a climate change perspective. ISI 2015 60th World Statistics Congress; Rio de Janeiro, 7/26/2015 - 7/31/2015.
2014
. Vulnerability models for water damage insurance claims - predictions of future losses in a climate change perspective. (sfi)2 conclusive workshop; Oslo, 11/3/2014 - 11/4/2014.
2012
. Evaluating and Calibrating Dynamically Downscaled Precipitation Using the Doksum Shift Function. The 2012 Joint Statistical Meetings; San Diego, California, 7/28/2012 - 8/2/2012.
2011
. Evaluation of a dynamic downscaling of Norwegian precipitation. Workshop on Statistical approaches to down- and upscaling in climate models; Lund, 4/27/2011 - 4/29/2011.
. Calibrating dynamically downscaled precipitation using the Doksum shift function. Workshop on Statistical approaches to down- and upscaling in climate models; Lund, 4/27/2011 - 4/29/2011.
. Calibrating dynamically down-scaled precipitation using the Doksum shift function. Workshop on Statistical approaches to down- and upscaling in climate models. 27 – 29 April, 2011, in, 4/29/2011.
2010
. Analyses of antibiotic consumption and resistance in hospitals. Nordstat 2010, Voss; Voss, 6/18/2010.
. Assessment of the spread of heart and skeletal muscle inflammation, pancreas disease and infectious salmon anaemia in marine fish farms in Norway, based on a stochastic model. AREAPATHOGEN seminar om smittespredning og modellering; Bergen, 1/13/2010 - 1/14/2010.
. Indirect genomic effects on survival from gene expression data. 23rd Nordic Conference on Mathematical Statistics (NORDSTAT), 6/15/2010.
2009
. Indirect genomic effects on survival from gene expression data. 5th Conference of the Eastern Mediterranean Region of the International Biometric Society, 5/13/2009.
. Forenklede par-copula-konstruksjoner. Det 15. norske statistikermøtet, 6/17/2009.
2007
. A stochastic model for infectious salmon anemia (ISA) in Atlantic salmon farming. 30th annual Conference of Research Students in Probability and Statistics; Durham, 3/27/2007 - 3/30/2007. Fulltekst
. Pair-copula constructions of multiple dependence. (sfi)2 Workshop on Quantitative Risk Management, 4/24/2007.
2006
. The influence of missing value imputation on the detection of differentially expressed genes from microarray data. Tuesday statistics seminar; Oslo, 2/14/2006.
. Covariate-modulated false discovery rates. 9th International Vilnius Conference on Probability Theory and Mathematical Statistics; Vilnius, 6/25/2006 - 6/30/2006.
2005
. Genome-wide estimation of concentrations from spotted cDNA microarray data. Statistics semianr at Chalmers, 2/4/2005.
. Indirect inference. Statistics seminar at Chalmers, 2/3/2005.
. Population dynamics of the plague host Rhombomys opimus: statistical models combining field and remote-sensed data. Plague: bacteriology, evolution, ecology, epidemiology and its impact on human history; Vitenskapsakademiet, Oslo, 11/9/2005 - 11/12/2005.
. The influence of missing value imputation on the detection of differentially expressed genes from microarray data. 25th European Meeting of Statisticians; Oslo, 7/24/2005 - 7/28/2005.
2004
. Bayesian inference for microarray data. § 33rd Scottish and Northumbrian academic statisticians� meeting, 4/1/2004.
. Causal statements in the genomics literature. Norevent workshop on Causality - a statistical viewpoint, 9/3/2004.
. Model based approaches to microarray data. Seminari di statistica, 10/14/2004.
. Simulated likelihood. Statistics and probability seminar in Rome, 10/13/2004.
. Genome-wide estimation of transcript concentrations from spotted cDNA microarray data. MEB .- karolinska institute, 12/2/2004.
2003
. A genetic and district based Bayesian analysis of mastitis resistance in Norway. Det 12. Norske Statistikermøte; Hurdalsjøen Hotell, 6/16/2003 - 6/18/2003.
. Building and validating complex hierarchical Bayesian models with substantive knowledge: an example in biology with some general thoughts. Seminar i medisinsk statistikk; Oslo, 11/28/2003.
. The Role of Highly Structured Stochastic Models and Bayesian Mcmc Based Inference in Complex Technological Problems. 54th Session of the International Statistical Institute; Berlin, 8/13/2003 - 8/20/2003.
. Towards a comprehensive statistical model of cDNA microarrays. Workshop on statistical aspects of microarray data; Aarhus, 2/20/2003 - 2/22/2003.
. Some issues in statistical modelling of cDNA microarrays. Norevent Lyseby seminar; Oslo, 9/8/2003.
. Computational statistics: challenges and opportunities for the next decade. Norsk Statistikk forening - Oslo møte; Oslo, 11/21/2003.
. Computational statistics: challemges and opportunities for the next decade. BeMatA workshop; Hurdal, 10/10/2003 - 10/11/2003.
. Spatial localisation of GSM mobile phones. IMS- IMBA 1st joint statistical meeting; San Juan, 7/23/2003 - 7/27/2003.
. A Bayesian hierarchical model for the population dynamics of the coastal cod with focus on model comparison for density dependence estimation. SPRUCE VI international conference; Lund, 6/15/2003 - 6/19/2003.
2002
. Indirect inference. 24th European Meeting of Statisticans, Prague, 8/1/2002.
. Recent achievements and current challenges in statistics at NR. NR's jubileum, 9/25/2002.
. Hierarchial Bayesian models in Mobile communnication. European network for Business and Industrial statistics, workshop, Rimini, Italy, 9/1/2002.
. Building and validating complex Bayesian hierarchial models with substantive knowledge:an example in biology with some general thoughts. seminar i medisinsk statistikk, UiO, 11/1/2002.
. Are highly structured stochastic systems udeful and their inference reliable. Euroworkshop on Statistical Modelling- Model Building and Evaluation, Munich, Germany, 10/1/2002.
2001
. Population dynamics of cod along the norwegian Skagerrak coast: a structured Bayesain modelling approach. 2nd conference of the European Network for Business and Industrial Statistics 200; Oslo, 9/1/2001.
. Population dynamics of cod along the norwegian Skagerrak coast: a structured Bayesain modelling approach. 2nd conference of the European Network for Business and Industrial Statistics, 1/1/2001.
. Statistical models for the Kazakhstan plague data. EU- Stepica workshop; Almaty, Kazakhstan, 6/1/2001.
. Plague in Kazakhstan: a Bayesian Model for the temporal Dynamics of a vector-trnasmitted infectious disease. 23rd European Meeting of Statisticians 2001; Madeira, 8/1/2001.
. Handling non-extreme events in extreme value modelling of droughts. FRIEND 2001; South Africa, 12/1/2001.
2000
. Statistics in advanced manufacturing. Norsk Forening for Automatisering - Servomøtet 2000, 11/1/2000.
. Extreme value modelling of hydrological floods and droughts: a case study. 18th Nordic conference on mathematical statistics; Grimstad, 6/7/2000.
1999
. The role of simulation techniques in inference of complex models. Complex models and intesive computational methods for estimation and prediction, Venice, Italy, 9/1/1999.
. Nonparametric methods in spatial statistics with covariates. Gothenburg Workshop on image analysis and spatial statistics, 4/1/1999.
. Tail estimataion with the Generalised Pareto Distribution without threshold selection. Det 10. Norske Statistikermøte; Larvik, juni 1999, .
. Penalized Pseudolikelihood Inference in Spatial Interaction Models with Covariates. Statistics Seminar Programme, University of Glasgow, 11/1/1999.
. Geopricing in insurance. HSSS workshop on spatial statistics, 6/1/1999.
1998
. Beyond the histogram: applied statistics as a resource for development. NRs 50-års jubileumsseminar, 1/1/1998.
. A statistical method for describing uncertainty in flood forecasts from a hydrological rainfall-runoff model based on meteorological forecasts. European Geophysical Society XXIII General Assembly. Nice, France, 4/1/1998.
. Markov random field models and Markov chain Monte Carlo methods in image restoration. 22nd European Meeting of Statisticians and 7th Vilnius Conference on Probability Theory and Mathemat, 8/12/1998.
. Large claims in insurance and extreme value theory. 5th workshop on mathematics and Economics, Oslo, 10/1/1998.
. Penalized pseudolikelihood inference in spatial interaction models with covariates. Workshop on Models and Methods for Spatial and Spatio-temporal Data, München, 10/19/1998.
1997
. Bayesian backcalculation with HIV seropositivity notifications. HSSS workshop on Structured Backcalculation, Rome, 11/1/1997.
. Recent advances in Markov chain Monte Carlo methods. ISI satellite Meeting on Mathematical Statistics and its Applications to Biosciences, Rostock, 9/1/1997.
. Penalized pseudolikelihood inference in spatial interaction models with covariates. World Health Organization Workshop on Disease Mapping and Risk Assessment for Public Health Decision, 10/2/1997.
Abstract
2014
. Bayesian inference for ranks. Lecture Notes in Computer Science (LNCS). 8819 pp XIII-XIV. doi: 10.1007/978-3-319-12571-8. 2014.
2012
. A Seven-gene Signature Predicting Benefit of Postmastectomy Radiotherapy in High Risk Breast Cancer. European Journal of Cancer. 48 pp S181. 2012.
2007
. Cytokine expression profiling of the myocardium reveals a role for CX3CL1 in heart failure. Journal of Molecular and Cellular Cardiology. 42 doi: 10.1016/j.yjmcc.2007.03.495. 2007.
2006
. Cortical thinning in schizophrenia. Schizophrenia Research. 81 2006.
Lecture
2021
. Sverdrup prisen 2021. Nordstat, Nordic Statistical Conference; Tromsø, 6/21/2021 - 6/23/2021.
2020
. The Norwegian Covid-19 Model: a spatial modelling of the early phase epidemics. Webinar: The Norwegian Model of Covid-19: A spatial modelling of the early phase epidemics; webinar, 6/5/2020.
. Spatial modelling of early-phase COVID-19 epidemic in Norway. Infectious Dynamics of Pandemics: Mathematical and statistical challenges in understanding the dynamics of infectious disease pandemics; Cambridge, UK, 7/24/2020.
. In silico modelling of breast tumours for personalised therapy. CanCell yearly meeting 2020; Oslo, 10/16/2020.
2016
. The value of uncertainty. Software 2016; Oslo, 2/7/2016.
2015
. SFI Big Insight - Norsk Regnesentral/UiO. Skatteetaten; Oslo, 11/1/2015.
. kurs STK1110, om big data og fremtiden i statistikk. UiO; Oslo, 9/2/2015.
. Stabmøte "What is happening in biostatistics". OUS; Oslo, 4/1/2015.
Poster
2017
. Breast MRI as a building block for patient-specific simulations of drug effect. 4th Symposium of Nordic Association for Clinical Physics, Bridging Imaging and Therapy; Oslo, 2/6/2017 - 2/8/2017.
2016
. Recommendations from non-transitive pairwise comparisons. RecSys 2016, 9/12/2016.
2012
. Evaluation and calibration of dynamically downscaled precipitation over Norwegian mainland. Ten Lectures on Statistical Climatology; University of Washington, Seattle, 8/6/2012 - 8/10/2012.
. Evaluation and Calibration of Dynamically Downscaled Precipitation over Norwegian Mainland. Ninth International Geostatistics Congress; Oslo, 6/11/2012 - 6/15/2012.
2010
. A validation suite for downscaled climate model data. The 11th International Meeting on Statistical Climatology; Edinburgh, 7/12/2010 - 7/16/2010. Fulltekst
2009
. Eight Genes are Highly Associated with BMD variation in Postmenopausal Caucasian Women. 31th Annual meeting of the American Society for Bone and Mineral Research Denver Colorado 2009, 9/11/2009 - 9/15/2009.
2008
. Enhanced CX3CL1 (fractalkine) production in the failing myocardium may promote myocardial remodeling and dysfunction. 6th Annual CHFR Symposium; Oslo, 9/18/2008 - 9/19/2008.
2006
. Merging genomics information in Bayesian multiple testing. Stochastic centre workshop, Gothenburg, Sweden, 5/1/2006.
2005
. The influence of missing value imputation on the detection of differentially expressed genes from microarray data. Third Seattle Symposium in Biostatistics: Statistical Genetics and Genomics; Seattle, 11/21/2005 - 11/22/2005.
. Absolute mRNA concentrations from MA-data. 8th International Meeting of the Microarray Gene Expression Data Society, 9/11/2005.
2004
. Alcohol and morphometry in schizophrenia. Early Psychosis Congress; Vancouver, 9/9/2004.
Doctoral dissertation
2012
. Pair-copula constructions - an inferential perspective. Oslo: Akademisk Forlag Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo (ISSN 1501-7710). (1218). pp 136. 2012.
Report
2018
. Probabilistic preference learning with the Mallows rank model. Journal of Machine Learning Research. pp 45. 2018.
2011
. A Bayesian hierarchical model with spatial variable selection: the effect of weather on insurance claims. Derivation of distributions and MCMC sampling schemes. Matematisk Institutt, UiO. Preprint Series in Statistics 2011. pp 26. 2011. Arkiv
2010
. Supplemental material to: Evaluation of a dynamic downscaling of Norwegian precipitation. Norsk Regnesentral. NR-notat SAMBA/50/10. pp 26. 2010.
2009
. Rehabilitation of improper correlation matrices. Norsk Regnesentral. NR-notat SAMBA/03/09. pp 19. 2009. Fulltekst
2006
. Pair-copula constructions of multiple dependence. Norsk Regnesentral. NR-notat SAMBA/24/06. pp 45. 2006.
2004
. Hvordan bør fremtidens havbruksvirksomhet lokaliseres? Norsk Regnesentral. NR-notat SAMBA/31/04. 2004.
. Model-based estimation of transcript concentrations from spotted microarray data. Norsk Regnesentral. Report at the Norwegian Computing Center 999. (ISBN 82-539-0507-6) pp 40. 2004. Fulltekst Fulltekst
2003
. A Bayesian model for the population dynamics of two interacting species, with application to great gerbils and fleas in south-eastern Kazakhstan. Norsk Regnesentral. Report at the Norwegian Computing Center 994. (ISBN 82-539-0501-7) pp 19. 2003.
2002
. A first statistical methods for the geofraphic localisation of GSM mobile phones. 2002.
2001
. A note on statistical methods for the localisation of mobile phones. Norsk Regnesentral. NR-notat SAMBA/33/00. pp 15. 2001.
. A note on statistical methods for the localisation of mobile phones (TELEPLAN/FUNN project). Norsk Regnesentral. NR-notat SAMBA/28/01. pp 13. 2001.
2000
. Plague in Kazakhstan: a bayesian model for the temporal dynamics of a vector-transmitted infectious disease. Norsk Regnesentral. Report at the Norwegian Computing Center 959. (ISBN 82-539-0463-0) pp 20. 2000.
. Hierarchical Bayesian premium rating with latent variables. Norsk Regnesentral. Report at the Norwegian Computing Center 952. (ISBN 82-539-0456-8) pp 30. 2000. Fulltekst
. Bayesian Estimation of the Parameters of a Truncated Gamma Distribution. Norsk Regnesentral. NR-notat SAMBA/33/00. pp 20. 2000.
. Statistikkfaget ved årtusenskiftet: Reflections. 953. (ISBN 82-539-0457-6) pp 4. 2000.
. Hierarchical Bayesian premium rating with latent structure. Department of mathematics, University of Oslo. Statistical research report (Universitetet i Oslo. Matematisk institut 1. (ISBN 82-553-1221-8) pp 30. 2000.
1999
. Smoothed Langevin proposals in Metropolis-Hastings algorithms. Norsk Regnesentral. NR-notat SAND/06/99. pp 11. 1999. Fulltekst
. Antithetic coupling of two Gibbs sampler chains. NTNU, Institutt for matematiske fag. Preprint Statistics 13/1999. pp 24. 1999.
. Material for a time-dose-response study. Norsk Regnesentral. NR-notat SAMBA/18/99. pp 21. 1999.
. Antithetic coupling of two Gibbs Sampler chains. NTNU. Preprint Statistics 13. pp 24. 1999.
1998
. Quantifying uncertainty in HBV runoff forecasts by stochastic simulations. Norsk Regnesentral. NR-notat SAMBA/20/98. pp 38. 1998. Fulltekst
. Pure model error for the HBV-model. Norsk Regnesentral. NR-notat SAMBA/05/98. pp 29. 1998.
. Statistical modeling of the furnace process. Norsk Regnesentral. NR-notat SAMBA/24/98. pp 49. 1998.
. Antithetic coupling of two Gibbs sampler chains. Norsk Regnesentral. NR-notat SAMBA/07/98. pp 22. 1998. Fulltekst
. Preliminary ideas on a simulation approach to risk assessment of a train timetable. Norsk Regnesentral. NR-notat SAMBA/02/98. pp 14. 1998. Fulltekst
. Rigorous analysis of the convergence of MCMC algorithms. 1998.
. Bayesian backcalculation with HIV seropositivity notifications. Department of Mathematics, Univ. of Oslo. Statistical research report (Universitetet i Oslo. Matematisk institut 4. (ISBN 82-553-1128-9) pp 34. 1998.
1995
. Bayesian image classification with Baddeley's delta loss. Univ. i Trondheim. De matematiske institutter. Statistics 5/1995. pp 20. 1995.
Popular scientific lecture
2021
. Data Science for the covid-19 emergency. Pint of Science; Pint of Science Norway, Oslo, 11/3/2021.
2016
. Discovery and prediction of change. ESRA Norge, 2/2/2016.
. Big Data Big Insight. Interessentmøte for Innovasjon; Digital Life Norge, 6/16/2016.
. Big Health data. Oslo Life tech, 9/8/2016.
. The power of statistical science: from data to discovery and value. Workshop om matematikkens rolle i verdiskapningen; Norsk Matematikkråd, 11/10/2016.
. A high-dimensional tribute to Juni Palmgren. Workshop for Juni Palmgren, 8/31/2016.
. Value from sharing data. Del og bruk forskningsdata!; NFR, 4/26/2016.
. BigInsight and Skatteetatten. Annual workshop at Skatteetaten; Skatteetaten, Oslo, 11/24/2016.
. The data rich society of the future. Computing in Science Education; Matnat UiO, 12/9/2016.
2015
. The future of biostatistics and the Oslo Center for Biostatistics and Epidemiology. Ahus; Lillestrøm, 10/15/2015.
. Ledermøte: presentasjon av BigInsight. ABB; Oslo, 5/15/2015.
. Apollon lansering. UiO, 8/1/2015.
2012
. Statistics for innovation, presentasjon av en SFI. Kveldsforedrag; Norges Tekniske Vitenskapsakademi, Oslo, 4/18/2012.
2006
. Finding differentially expressed genes from microarray data. , .
2005
. Statistics and Bioinformatics. , .
Feature article
2021
. Aftenposten bommer om prognoser. Igjen og igjen. Aftenposten (morgenutg. : trykt utg.). 2021.
2011
Article in business/trade/industry journal
1998
. Bayesian back-calculation with HIV seropositivity notifications. Statistical research report (Universitetet i Oslo. Matematisk institut (ISSN 0806-3842). 1998.
. Smoothness in bayesian non-parametric regression with wavelets. Ukjent 1998.
Popular scientific article
2020
. Kan statistikk og matematikk redde like mange liv som nye medisiner? Aftenposten (morgenutg. : trykt utg.) (ISSN 0804-3116). 2020. Fulltekst
2003
. The Role of Highly Structured Stochastic Models and Bayesian Mcmc Based Inference in Complex Technological Problems. Ukjent. 8/13/2003.
1998
. Bayesian identification of algae in the Venice lagoon: parametric models with covariates (in Italian). Ukjent. 1/1/1998.
Editorial
2016
. Abel Symposia: Preface. Abel Symposia (ISSN 2193-2808). 11 pp vii-x. 2016.
Reader opinion piece
2006
. Statistics for Innovation. Tilfeldig gang, 12/5/2006,
Interview
2022
. Omikron vil neppe smitte alle. Men en eller annen variant, vil nesten alle bli smittet av. 2022. Aftenposten [Avis] 1/21/2022.
2016
. Forskning på statistiske modeller kan gi store gevinster. 2016. Forskningsnytt 2015 [Fagblad] 2/11/2016. Fulltekst
2015
. Her er likheten mellom kreft og skattejuks. 2015. Apollon [Tidsskrift] 8/14/2015.
. Innovasjon vs. personvern. 2015. ComputerWorld [Avis] 8/1/2015.
. De svakes ridder. 2015. Apollon [Tidsskrift] 11/16/2015.
Programme participation
2021
. Paneldebatt: HVA KAN VI LÆRE AV RUNDEN MED COVID: HVORDAN HÅNDTERER VI USIKKERHET OG ÅPENHET? 2021. Arendalsuka [Internet] 8/17/2021.
Programme management
2020
. Episode 3: Hvorfor skal forskning være en del av beredskapen vår? Med Arnoldo Frigessi. 2020.
. Episode 2: Om den essensielle usikkerheten. Med Arnoldo Frigessi. 2020.
Errata
2008
. Accounting for haplotype phase uncertainty in linkage disequilibrium estimation (vol 32, pg 168, 2008). 2008.
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