Gudmund Horn Hermansen
Associate Professor

Statistics and Data Science
Norwegian version of this page
Email
gudmunhh@math.uio.no
Phone
+47 22855884
Room
800
Username
Visiting address
Moltke Moes vei 35
Niels Henrik Abels hus
0851 Oslo
Postal address
Postboks 1053 Blindern
0316 Oslo
Publications
 Bojarskaite, Laura; Bjørnstad, Daniel Marelius; Pettersen, Klas; Cunen, Celine; Hermansen, Gudmund Horn; Åbjørsbråten, Knut Sindre; Chambers, Anna; Sprengel, Rolf; Vervaeke, Koen Gerard Alois; Tang, Wannan; Enger, Rune & Nagelhus, Erlend Arnulf (2020). Astrocytic Ca2+ signaling is reduced during sleep and is involved in the regulation of slow wave sleep. Nature Communications. ISSN 20411723.
 Cunen, Celine Marie Løken; Hermansen, Gudmund Horn & Hjort, Nils Lid (2018). Confidence distributions for changepoints and regime shifts. Journal of Statistical Planning and Inference. ISSN 03783758. 195, s 14 34 . doi: 10.1016/j.jspi.2017.09.009
 Hauge, Vera Louise & Hermansen, Gudmund Horn (2017). Machine Learning Methods for Sweet Spot Detection: A Case Study. Quantitative Geology and Geostatistics. ISSN 09241973. 19, s 573 588 . doi: 10.1007/9783319468198_38 Show summary
 Olsen, Håvard Goodwin & Hermansen, Gudmund Horn (2017). Recent Advancements to Nonparametric Modeling of Interactions Between Reservoir Parameters. Quantitative Geology and Geostatistics. ISSN 09241973. 19, s 653 669 . doi: 10.1007/9783319468198_44 Show summary
 Hermansen, Gudmund Horn & Hjort, Nils Lid (2015). Bernshteĭnvon Mises theorems for nonparametric function analysis via locally constant modelling: A unified approach. Journal of Statistical Planning and Inference. ISSN 03783758. 166, s 138 157 . doi: 10.1016/j.jspi.2015.02.007 Show summary
 Hermansen, Gudmund Horn; Hjort, Nils Lid & Jullum, Martin (2015). Parametric or nonparametric: the FIC approach for stationary time series, In Francisco J. Samaniego (ed.), Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. ISBN 9789073592353. ORB14. s 4827  4832 Show summary
 Hermansen, Gudmund Horn; Hjort, Nils Lid & Kjesbu, Olav Sigurd (2015). Recent advances in statistical methodology applied to the Hjort liver index time series (18592012) and associated influential factors. Canadian Journal of Fisheries and Aquatic Sciences. ISSN 0706652X. 73(2), s 279 295 . doi: 10.1139/cjfas20150086
 Vonnet, Julie & Hermansen, Gudmund Horn (2015). Using predictive analytics to unlock unconventional plays. First Break. ISSN 02635046. 33(2), s 87 92 Show summary
 Walker, SamErik; Hermansen, Gudmund Horn & Hjort, Nils Lid (2015). Model selection and verification for ensemble based probabilistic forecasting of air pollution in Oslo, Norway, In Francisco J. Samaniego (ed.), Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. ISBN 9789073592353. 1. s 3131  3136 Show summary
 Bjørvik, Linn Marie; Dale, Svein; Hermansen, Gudmund Horn; Munishi, Pantaleo K. T. & Moe, Stein Ragnar (2014). Bird flight initiation distances in relation to distance from human settlements in a Tanzanian floodplain habitat. Journal of Ornithology. ISSN 21937192. 156, s 239 246 . doi: 10.1007/s1033601411211
 Foldnes, Njål; Grønneberg, Steffen & Hermansen, Gudmund Horn (2018). Statistikk og Dataanalyse. Cappelen Damm Akademisk. ISBN 9788202512682. 541 s.
 Hermansen, Gudmund Horn; Nygård, Håvard Mokleiv & Ghai, Chris (2020). Finding the needle in the haystack: Finetuning transformers to classify protest events in a sea of news articles, with Bayesian uncertainty measures.
 Hermansen, Gudmund Horn; Nygård, Håvard Mokleiv; Williams, Jonathan; Rustad, Siri Camilla Aas & Clayton, Govinda (2020). The Dynamics of Civil Wars: A Bayesian hidden Markov model applied to the pattern of conflict and the role of ceasefires.
 Nygård, Håvard Mokleiv; Knutsen, Carl Henrik & Hermansen, Gudmund Horn (2019). Characterizing and Assessing Temporal Heterogeneity: Introducing a Change Point Framework, with Applications on the Study of Democratization.
 Olsen, Håvard Goodwin & Hermansen, Gudmund Horn (2017). Updates to density estimations in RMS. NRnotat. SAND/09/2017.
 Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Kvernelv, Vegard Berg & Almendral Vazquez, Ariel (2016). Cohiba User Manual Version 5.4. NRnotat. SAND/11/2016.
 Hauge, Vera Louise & Hermansen, Gudmund Horn (2016). Machine learning methods for sweet spot detection: a case study.
 Hauge, Vera Louise & Hermansen, Gudmund Horn (2016). Sweet spot detection by support vector machine. NRnotat. SAND/10/16.
 Hermansen, Gudmund Horn (2016). Focused Information Criteria for Time Series.
 Hermansen, Gudmund Horn (2016). Focused model selection strategies for time series processes.
 Olsen, Håvard Goodwin & Hermansen, Gudmund Horn (2016). Recent advancements to nonparametric modelling of interactions between reservoir parameters.
 Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria & Almendral Vazquez, Ariel (2015). Cohiba User Manual, Version 5.1. NRnotat. SAND/01/2015.
 Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria & AlmendralVazquez, Ariel (2015). Cohiba User Manual Version 5.2. NRnotat. SAND/05/2015.
 Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria & AlmendralVazquez, Ariel (2015). Cohiba User Manual Version 5.3. NRnotat. SAND/13/2015.
 AlmendralVazquez, Ariel; Abrahamsen, Petter; Dahle, Pål & Hermansen, Gudmund Horn (2015). A continuous model for well depths: theory and application to well repositioning.
 Walker, SamErik; Hjort, Nils Lid & Hermansen, Gudmund Horn (2015). Model selection and verification for ensemble based probabilistic forecasting of air pollution in Oslo, Norway.
 Hermansen, Gudmund Horn & Østvold, Bjarte M. (2014). INPRED: Intelligent prediction for package transport. NRnotat. DART/14/2014.
 Hjort, Nils Lid & Hermansen, Gudmund Horn (2014). Model Selection and Bayesian Nonparametrics for Time Series and Nonstandard Regression Models.
 Abrahamsen, Petter; Dahle, Pål; Georgsen, Frode; Hermansen, Gudmund Horn & Myrseth, Inge (2013). Cohiba User Manual Version 4.1. NRnotat. SAND/02/2013.
 Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn & Vigsnes, Maria (2013). COHIBA technical manual (SAND/12/13).
 Abrahamsen, Petter; Dahle, Pål; Hermansen, Gudmund Horn; Hauge, Vera Louise & Vigsnes, Maria (2013). COHIBA user manual version 4.2 (SAND/10/13).
Published Nov. 5, 2014 12:04 PM
 Last modified Nov. 6, 2018 1:59 PM