Ida Scheel
Associate Professor

Statistics and Data Science
Norwegian version of this page
Email
idasch@math.uio.no
Phone
+47 22855874
Room
811
Username
Visiting address
Moltke Moes vei 35
Niels Henrik Abels hus
0851 Oslo
Postal address
Postboks 1053 Blindern
0316 Oslo
Research interests
Data science from a statistical perspective, Bayesian statistics, recommender systems, modelling processes on networks, hierarchical modelling, spacetime modelling, model evaluation
PhD students
Current:
 Qinghua Liu: Bayesian Recommender Systems, main supervisor
 Riccardo Parviero: Modelling viral spread of product adoption on networks, main supervisor
 Håvard Kvamme: Using statistical methods and machine learning to predict customer behaviour, cosupervisor
Past:
 Olav Nikolai Breivik: Bayesian spatiotemporal hierarchical modeling: Bycatch in the Barents Sea shrimp fishery and North Atlantic windiness, finished December 2016, main supervisor
Awards
The Sverdrup Award for young researchers 2011
Teaching
 Spring 2020, 2019, 2013, 2012 and 2011: FRM4110Applied statistics for pharmacists
 Autumn 2019, 2018, 2015 and 2012: STK1000 – Introduction to applied statistics
 Autumn 2016: STK4021/9021Applied Bayesian Analysis and Numerical Methods
 Spring 2016: STK2130Modelling by Stochastic Processes
Publications
 Gåsemyr, Jørund Inge & Scheel, Ida (2019). Alternatives to postprocessing posterior predictive pvalues. Scandinavian Journal of Statistics. ISSN 03036898. 46(4), s 1252 1273 . doi: 10.1111/sjos.12393 Full text in Research Archive.
 Kvamme, Håvard; Borgan, Ørnulf & Scheel, Ida (2019). TimetoEvent Prediction with Neural Networks and Cox Regression. Journal of machine learning research. ISSN 15324435. 20(129), s 1 30 Full text in Research Archive.
 Liu, Qinghua; Crispino, Marta; Scheel, Ida; Vitelli, Valeria & Frigessi Di Rattalma, Arnoldo (2019). Modelbased learning from preference data. Annual Review of Statistics and Its Application. ISSN 23268298. 6, s 329 354 . doi: 10.1146/annurevstatistics031017100213
 Liu, Qinghua; Reiner, Andrew Henry; Frigessi Di Rattalma, Arnoldo & Scheel, Ida (2019). Diverse personalized recommendations with uncertainty from implicit preference data with the Bayesian Mallows model. KnowledgeBased Systems. ISSN 09507051. s 1 12 . doi: 10.1016/j.knosys.2019.104960 Full text in Research Archive.
 Bolin, David; Frigessi, Arnoldo; Guttorp, Peter; Haug, Ola; Orskaug, Elisabeth; Scheel, Ida & Wallin, Jonas (2016). Calibrating regionally downscaled precipitation over Norway through quantilebased approaches. Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO). ISSN 23643579. 2, s 39 47 . doi: 10.5194/ascmo2392016 Full text in Research Archive. Show summary
 Scheel, Ida; Ferkingstad, Egil; Frigessi, Arnoldo; Haug, Ola; Hinnerichsen, Mikkel & MezeHausken, Elisabeth (2013). A Bayesian hierarchical model with spatial variable selection: the effect of weather on insurance claims. Journal of the Royal Statistical Society, Series C: Applied Statistics. ISSN 00359254. 62, s 85 100 . doi: 10.1111/j.14679876.2012.01039.x Show summary
 Scheel, Ida & Hinnerichsen, Mikkel (2012). The Impact of Climate Change on Precipitationrelated Insurance Risk: A Study of the Effect of Future Scenarios on Residential Buildings in Norway. Geneva papers on risk and insurance. Issues and practice. ISSN 10185895. 37(2), s 365 376 . doi: 10.1057/gpp.2012.7
 Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar & Haug, Ola (2011). Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland. Tellus. Series A, Dynamic meteorology and oceanography. ISSN 02806495. 63(4), s 746 756 . doi: 10.1111/j.16000870.2011.00525.x
 Scheel, Ida; Green, Peter J. & Rougier, Jonathan C. (2011). A Graphical Diagnostic for Identifying Influential Model Choices in Bayesian Hierarchical Models. Scandinavian Journal of Statistics. ISSN 03036898. 38(3), s 529 550 . doi: 10.1111/j.14679469.2010.00717.x
 Parr, CL; Hjartaker, A; Hjartåker, Anette; Scheel, Ida; Lund, Eiliv; Laake, Petter; Veierød, Marit Bragelien & Veierod, MB (2008). Comparing methods for handling missing values in foodfrequency questionnaires and proposing k nearest neighbours imputation: effects on dietary intake in the Norwegian Women and Cancer study (NOWAC). Public Health Nutrition. ISSN 13689800. 11, s 361 370 . doi: 10.1017/S1368980007000365
 Parr, Christine Louise; Hjartåker, Anette; Scheel, Ida; Lund, Eiliv; Laake, Petter & Veierød, Marit Bragelien (2007). Comparing methods for handling missing values in foodfrequency questionnaires and proposing k nearest neighbours imputation: effects on dietary intake in the Norwegian Women and Cancer study (NOWAC). Public Health Nutrition. ISSN 13689800.
 Scheel, Ida; Aldrin, Magne; Frigessi, Arnoldo & Jansen, Peder A (2007). A stochastic model for infectious salmon anemia (ISA) in Atlantic salmon farming. Journal of the Royal Society Interface. ISSN 17425689. 4 . doi: 10.1098/rsif.2007.0217 Show summary
 Scheel, Ida; Aldrin, Magne; Glad, Ingrid Kristine; Sorum, Ragnhild; Lyng, Heidi & Frigessi, Arnoldo (2005). The influence of missing value imputation on detection of differentially expressed genes from microarray data. Bioinformatics. ISSN 13674803. 21(23), s 4272 4279
 Aalen, Odd O.; Frigessi, Arnoldo; Moger, Tron Anders; Scheel, Ida; Skovlund, Eva & Veierød, Marit Bragelien (2018). Statistiske metoder i medisin og helsefag. 2. utgave. Gyldendal Akademisk. ISBN 9788205507647. 351 s.
 Aalen, Odd O.; Frigessi, Arnoldo; Moger, Tron Anders; Scheel, Ida; Skovlund, Eva & Veierød, Marit Bragelien (2006). Statistiske metoder i medisin og helsefag. Gyldendal Akademisk. ISBN 9788205346857. 335 s.
 Haug, Ola; Bolin, David; Frigessi, Arnoldo; Guttorp, Peter; Orskaug, Elisabeth; Scheel, Ida & Wallin, Jonas (2016). Modelling and predicting residential water damage insurance claims via a calibrated dynamical downscaling.
 Haug, Ola; Frigessi, Arnoldo; Scheel, Ida & Guttorp, Peter (2015). Modelling and predicting residential water damage insurance claims in a climate change perspective.
 Haug, Ola; Scheel, Ida; Orskaug, Elisabeth; Frigessi, Arnoldo; Guttorp, Peter & Ferkingstad, Egil (2014). Vulnerability models for water damage insurance claims  predictions of future losses in a climate change perspective.
 Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Maraun, Douglas & Guttorp, Peter (2012). Evaluation and Calibration of Dynamically Downscaled Precipitation over Norwegian Mainland.
 Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Maraun, Douglas & Guttorp, Peter (2012). Evaluation and calibration of dynamically downscaled precipitation over Norwegian mainland.
 Scheel, Ida; Haug, Ola; Orskaug, Elisabeth; Frigessi, Arnoldo & Guttorp, Peter (2012). Evaluating and Calibrating Dynamically Downscaled Precipitation Using the Doksum Shift Function.
 Scheel, Ida; Ferkingstad, Egil; Frigessi, Arnoldo; Haug, Ola; Hinnerichsen, Mikkel & MezeHausken, Elisabeth (2011). A Bayesian hierarchical model with spatial variable selection: the effect of weather on insurance claims. Derivation of distributions and MCMC sampling schemes. Preprint Series in Statistics. 2011. Full text in Research Archive.
 Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter & Maraun, Douglas (2011). Calibrating dynamically downscaled precipitation using the Doksum shift function.
 Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter & Maraun, Douglas (2011). Calibrating dynamically downscaled precipitation using the Doksum shift function.
 Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar & Haug, Ola (2011). Evaluation of a dynamic downscaling of Norwegian precipitation.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2011). A Graphical Diagnostic for Identifying Influential Model Choices in Bayesian Hierarchical Models.
 Orskaug, Elisabeth; Haug, Ola; Scheel, Ida & Frigessi, Arnoldo (2010). A validation suite for downscaled climate model data.
 Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar & Haug, Ola (2010). Supplemental material to: Evaluation of a dynamic downscaling of Norwegian precipitation. NRnotat. SAMBA/50/10.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2010). A Graphical Diagnostic for Identifying Influential Model Choices in Bayesian Hierarchical Models.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2010). A Graphical Diagnostic for Identifying Influential Model Choices in Bayesian Hierarchical Models.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2010). Applications of the Local critique plot. Statistical research report (Universitetet i Oslo. Matematisk institut. 7.
 Scheel, Ida & Hinnerichsen, Mikkel (2010). The Impact of Climate Change on Insurance Risk: A Study of the Effect of Climate Change Scenarios in Norway. Norwegian Computing Center Note. SAMBA/52/10.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2009). A graphical diagnostic for identifying influential model choices in Bayesian hierarchical models.
 Scheel, Ida (2008). Influence of incomplete knowledge in inference: cases in the life sciences. Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo.. 708.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2008). Identifying influential model choices in Bayesian hierarchical models. Statistics group reports, Department of Mathematics, University of Bristol. 08:11.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2008). Identifying influential model choices in Bayesian hierarchical models.
 Scheel, Ida; Green, Peter J & Rougier, Jonathan C (2008). Identifying influential model choices in Bayesian hierarchical models.
 Lyngstad, Trude M.; Scheel, Ida & Jansen, Peder A. (2007). Hvordan spres infeksiøs lakseanemi (ILA)?. Norsk Fiskeoppdrett. ISSN 03327132. 32(9), s 52 55
 Scheel, Ida; Aldrin, Magne; Frigessi, Arnoldo & Jansen, Peder A (2007). A stochastic model for infectious salmon anemia (ISA) in Atlantic salmon farming.
 Parr, Christine Louise; Hjartåker, Anette; Scheel, Ida; Laake, Petter; Lund, Eiliv & Veierød, Marit Bragelien (2006). Substituting missing values in food frequency questionnaires (FFQs): effects on energy intake in the Norwegian Women and Cancer Study (NOWAC). Show summary
 Scheel, Ida; Aldrin, Magne; Glad, Ingrid Kristine; Sørum, R.; Lyng, Heidi & Frigessi, Arnoldo (2006). The influence of missing value imputation on the detection of differentially expressed genes from microarray data.
 Parr, Christine Louise; Hjartåker, Anette; Scheel, Ida; Laake, Petter; Lund, Eiliv & Veierød, Marit Bragelien (2005). Substituting missing values in food frequency questionnaires (FFQs): effects on energy intake in the Norwegian Women and Cancer Study. Show summary
 Scheel, Ida; Aldrin, Magne; Glad, Ingrid Kristine; Sørum, R.; Lyng, Heidi & Frigessi, Arnoldo (2005). The influence of missing value imputation on the detection of differentially expressed genes from microarray data.
 Scheel, Ida; Aldrin, Magne; Glad, Ingrid Kristine; Sørum, Ragnhild; Lyng, Heidi & Frigessi, Arnoldo (2005). The influence of missing value imputation on the detection of differentially expressed genes from microarray data.
 Scheel, Ida (2004). Spread of infectious agents in salmon farming.
 Frigessi, Arnoldo & Scheel, Ida (2002). A first statistical methods for the geofraphic localisation of GSM mobile phones.
Published Nov. 30, 2010 11:20 PM
 Last modified June 10, 2020 5:05 PM