Gudmund Horn Hermansen

Førsteamanuensis - Statistikk og Data Science
Bilde av Gudmund Horn Hermansen
English version of this page
Telefon +47 22855884
Mobiltelefon +47 92437304
Rom 800
Brukernavn
Besøksadresse Moltke Moes vei 35 Niels Henrik Abels hus 0851 Oslo
Postadresse Postboks 1053 Blindern 0316 Oslo
Emneord: Statistikk, Statistikk og biostatistikk

Publikasjoner

  • 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), s. 485–504. doi: 10.1017/pan.2020.39. Fulltekst i vitenarkiv
  • Bjørnstad, Daniel Marelius; Åbjørsbråten, Knut Sindre; Hennestad, Eivind; Cunen, Celine; Hermansen, Gudmund Horn & Bojarskaite, Laura [Vis alle 9 forfattere av denne artikkelen] (2021). Begonia - a two-photon imaging analysis pipeline for astrocytic Ca2+ signals. Frontiers in Cellular Neuroscience. ISSN 1662-5102. 15, s. 1–12.
  • Bojarskaite, Laura; Bjørnstad, Daniel Marelius; Pettersen, Klas Henning; Cunen, Celine; Hermansen, Gudmund Horn & Åbjørsbråten, Knut Sindre [Vis alle 12 forfattere av denne artikkelen] (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. Fulltekst i vitenarkiv
  • 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, s. 14–34. doi: 10.1016/j.jspi.2017.09.009. Fulltekst i vitenarkiv
  • 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, s. 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, s. 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, s. 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), s. 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), s. 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. I Samaniego, Francisco J. (Red.), Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. ISSN 978-90-73592-35-3. s. 3131–3136.
  • Hermansen, Gudmund Horn; Hjort, Nils Lid & Jullum, Martin (2015). Parametric or nonparametric: the FIC approach for stationary time series. I Samaniego, Francisco J. (Red.), Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. ISSN 978-90-73592-35-3. s. 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, s. 239–246. doi: 10.1007/s10336-014-1121-1.

Se alle arbeider i Cristin

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

Se alle arbeider i Cristin

  • 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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Publisert 5. nov. 2014 12:04 - Sist endret 6. nov. 2018 13:59

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