Ida Scheel
Research interests
Bayesian statistics, hierarchical modelling, space-time modelling, network modelling, model evaluation, data science from a statistical perspective
PhD students
Current:
Qinghua Liu: Bayesian Recommender Systems, main supervisor
Håvard Kvamme: Using statistical methods and machine learning to predict customer behaviour, co-supervisor
Past:
Olav Nikolai Breivik: Bayesian spatio-temporal 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
- Fall 2016: STK4021/9021-Applied Bayesian Analysis and Numerical Methods
- Spring 2016: STK2130-Modelling by Stochastic Processes
- Fall 2015 and 2012: STK1000-Introduction to applied statistics
- Spring 2013, 2012 and 2011: FRM4110-Applied statistics for pharmacists
Publications
- Bolin, David; Frigessi, Arnoldo; Guttorp, Peter; Haug, Ola; Orskaug, Elisabeth; Scheel, Ida & Wallin, Jonas (2016). Calibrating regionally downscaled precipitation over Norway through quantile-based approaches. Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO). ISSN 2364-3579. 2, s 39- 47 . doi: 10.5194/ascmo-2-39-2016 Show summary
- Scheel, Ida; Ferkingstad, Egil; Frigessi, Arnoldo; Haug, Ola; Hinnerichsen, Mikkel & Meze-Hausken, 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 0035-9254. 62, s 85- 100 . doi: 10.1111/j.1467-9876.2012.01039.x Show summary
- Scheel, Ida & Hinnerichsen, Mikkel (2012). The Impact of Climate Change on Precipitation-related 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 1018-5895. 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 0280-6495. 63(4), s 746- 756 . doi: 10.1111/j.1600-0870.2011.00525.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 0303-6898. 38(3), s 529- 550 . doi: 10.1111/j.1467-9469.2010.00717.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 food-frequency questionnaires and proposing k nearest neighbours imputation: effects on dietary intake in the Norwegian Women and Cancer study (NOWAC). Public Health Nutrition. ISSN 1368-9800. 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 food-frequency questionnaires and proposing k nearest neighbours imputation: effects on dietary intake in the Norwegian Women and Cancer study (NOWAC). Public Health Nutrition. ISSN 1368-9800.
- 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 1742-5662. 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 1367-4803. 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 978-82-05-50764-7. 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 978-82-05-34685-7. 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 & Meze-Hausken, 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 down-scaled 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. NR-notat. 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 0332-7132. 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.