Gudmund Horn Hermansen

Associate Professor - Statistics and Data Science
Image of Gudmund Horn Hermansen
Norwegian version of this page
Phone +47 22855884
Mobile phone +47 92437304
Room 800
Username
Visiting address Moltke Moes vei 35 Niels Henrik Abels hus 0851 Oslo
Postal address Postboks 1053 Blindern 0316 Oslo
Tags: Statistics, Statistics and biostatistics

Publications

  • Hermansen, Gudmund Horn; Knutsen, Carl Henrik & Nygård, Håvard Mokleiv (2021). Characterizing and Assessing Temporal Heterogeneity: Introducing a Change Point Framework, with Applications on the Study of Democratization. Political Analysis. ISSN 1047-1987. 29(4), p. 485–504. doi: 10.1017/pan.2020.39. Full text in Research Archive
  • Bojarskaite, Laura; Bjørnstad, Daniel Marelius; Pettersen, Klas Henning; Cunen, Celine; Hermansen, Gudmund Horn & Åbjørsbråten, Knut Sindre [Show all 12 contributors for this article] (2020). Astrocytic Ca2+ signaling is reduced during sleep and is involved in the regulation of slow wave sleep. Nature Communications. ISSN 2041-1723. 11. doi: 10.1038/s41467-020-17062-2. Full text in Research Archive
  • Cunen, Celine Marie Løken; Hermansen, Gudmund Horn & Hjort, Nils Lid (2018). Confidence distributions for change-points and regime shifts. Journal of Statistical Planning and Inference. ISSN 0378-3758. 195, p. 14–34. doi: 10.1016/j.jspi.2017.09.009. Full text in Research Archive
  • Hauge, Vera Louise & Hermansen, Gudmund Horn (2017). Machine Learning Methods for Sweet Spot Detection: A Case Study. Quantitative Geology and Geostatistics. ISSN 0924-1973. 19, p. 573–588. doi: 10.1007/978-3-319-46819-8_38.
  • Olsen, Håvard Goodwin & Hermansen, Gudmund Horn (2017). Recent Advancements to Nonparametric Modeling of Interactions Between Reservoir Parameters. Quantitative Geology and Geostatistics. ISSN 0924-1973. 19, p. 653–669. doi: 10.1007/978-3-319-46819-8_44.
  • Hermansen, Gudmund Horn & Hjort, Nils Lid (2015). Bernshteĭn-von Mises theorems for nonparametric function analysis via locally constant modelling: A unified approach. Journal of Statistical Planning and Inference. ISSN 0378-3758. 166, p. 138–157. doi: 10.1016/j.jspi.2015.02.007.
  • Vonnet, Julie & Hermansen, Gudmund Horn (2015). Using predictive analytics to unlock unconventional plays. First Break. ISSN 0263-5046. 33(2), p. 87–92.
  • Hermansen, Gudmund Horn; Hjort, Nils Lid & Kjesbu, Olav Sigurd (2015). Recent advances in statistical methodology applied to the Hjort liver index time series (1859-2012) and associated influential factors. Canadian Journal of Fisheries and Aquatic Sciences. ISSN 0706-652X. 73(2), p. 279–295. doi: 10.1139/cjfas-2015-0086.
  • Walker, Sam-Erik; Hermansen, Gudmund Horn & Hjort, Nils Lid (2015). Model selection and verification for ensemble based probabilistic forecasting of air pollution in Oslo, Norway. In Samaniego, Francisco J. (Eds.), Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. ISSN 978-90-73592-35-3. p. 3131–3136.
  • Hermansen, Gudmund Horn; Hjort, Nils Lid & Jullum, Martin (2015). Parametric or nonparametric: the FIC approach for stationary time series. In Samaniego, Francisco J. (Eds.), Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. ISSN 978-90-73592-35-3. p. 4827–4832.
  • 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 2193-7192. 156, p. 239–246. doi: 10.1007/s10336-014-1121-1.

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  • Foldnes, Njål; Grønneberg, Steffen & Hermansen, Gudmund Horn (2018). Statistikk og Dataanalyse. Cappelen Damm Akademisk. ISBN 9788202512682. 541 p.

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  • 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.
  • Hermansen, Gudmund Horn (2016). Focused model selection strategies for time series processes.
  • Hauge, Vera Louise & Hermansen, Gudmund Horn (2016). Machine learning methods for sweet spot detection: a case study.
  • Olsen, Håvard Goodwin & Hermansen, Gudmund Horn (2016). Recent advancements to non-parametric modelling of interactions between reservoir parameters.
  • Hermansen, Gudmund Horn (2016). Focused Information Criteria for Time Series.
  • Walker, Sam-Erik; Hjort, Nils Lid & Hermansen, Gudmund Horn (2015). Model selection and verification for ensemble based probabilistic forecasting of air pollution in Oslo, Norway .
  • Almendral-Vazquez, Ariel; Abrahamsen, Petter; Dahle, Pål & Hermansen, Gudmund Horn (2015). A continuous model for well depths: theory and application to well repositioning.
  • Hermansen, Gudmund Horn; Nygård, Håvard Mokleiv & Ghai, Chris (2020). Finding the needle in the haystack: Fine-tuning transformers to classify protest events in a sea of news articles, with Bayesian uncertainty measures. University of Oslo.
  • 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. Varieties of Democracy (V-Dem) Institute.
  • Olsen, Håvard Goodwin & Hermansen, Gudmund Horn (2017). Updates to density estimations in RMS. Norsk Regnesentral.
  • Hauge, Vera Louise & Hermansen, Gudmund Horn (2016). Sweet spot detection by support vector machine. Norsk Regnesentral.
  • Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Kvernelv, Vegard Berg & Almendral Vazquez, Ariel (2016). Cohiba User Manual Version 5.4. Norsk Regnesentral.
  • Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria & Almendral-Vazquez, Ariel (2015). Cohiba User Manual Version 5.2. Norsk Regnesentral.
  • Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria & Almendral Vazquez, Ariel (2015). Cohiba User Manual, Version 5.1. Norsk Regnesentral.
  • Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn; Vigsnes, Maria & Almendral-Vazquez, Ariel (2015). Cohiba User Manual Version 5.3. Norsk Regnesentral.
  • Hjort, Nils Lid & Hermansen, Gudmund Horn (2014). Model Selection and Bayesian Nonparametrics for Time Series and Nonstandard Regression Models. Universitetet i Oslo, Matematisk-naturvitenskapelig fakultet.
  • Hermansen, Gudmund Horn & Østvold, Bjarte M. (2014). INPRED: Intelligent prediction for package transport. Norsk Regnesentral.
  • Abrahamsen, Petter; Dahle, Pål; Georgsen, Frode; Hermansen, Gudmund Horn & Myrseth, Inge (2013). Cohiba User Manual Version 4.1. Norsk Regnesentral.
  • Abrahamsen, Petter; Dahle, Pål; Hauge, Vera Louise; Hermansen, Gudmund Horn & Vigsnes, Maria (2013). COHIBA technical manual (SAND/12/13). Norsk Regnesentral.
  • Abrahamsen, Petter; Dahle, Pål; Hermansen, Gudmund Horn; Hauge, Vera Louise & Vigsnes, Maria (2013). COHIBA user manual version 4.2 (SAND/10/13). Norsk Regnesentral.

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Published Nov. 5, 2014 12:04 PM - Last modified Nov. 6, 2018 1:59 PM

Projects

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