Publication profile

Martin Jullum

Name:	Martin Jullum
Title:	Forsker / Research Scientist
Phone:	(+47) 22852608
Email:	Martin [dot] Jullum [at] nr [dot] no
Scientific areas:	Statistical analysis and methodology, Model selection, Geostatistics
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Academic journal articles

2017

Jullum, Martin; Hjort, Nils Lid. Parametric or nonparametric: The FIC approach. Statistica sinica (ISSN 1017-0405). 27(3) pp 951-981. doi: 10.5705/ss.202015.0364. 2017.

2016

Jullum, Martin; Kolbjørnsen, Odd. A Gaussian-based framework for local Bayesian inversion of geophysical data to rock properties. Geophysics (ISSN 0016-8033). 81(3) pp R75. doi: 10.1190/geo2015-0314.1. 2016.

Kolbjørnsen, Odd; Buland, Arild; Hauge, Ragnar; Røe, Per; Jullum, Martin; Metcalfe, Richard William; Skjæveland, Øyvind. Bayesian AVO inversion to rock properties using a local neighborhood in a spatial prior model. The Leading Edge (ISSN 1070-485X). 35(5) pp 431-436. doi: 10.1190/tle35050431.1. 2016.

2015

Academic chapters

2015

Hermansen, Gudmund Horn; Hjort, Nils Lid; Jullum, Martin. Parametric or nonparametric: the FIC approach for stationary time series. In: Proceedings of the 60th World Statistics Congress of the International Statistical Institute, ISI2015. The International Statistical Institute. (ISBN 978-90-73592-35-3). pp 4827-4832. 2015. Full-text

Abstracts at scientific conferences

2015

Jullum, Martin; Kolbjørnsen, Odd. An Approximate Bayesian Inversion Framework based on Local-Gaussian Likelihoods. EarthDoc. . doi: 10.3997/2214-4609.201413634. 2015. Review

Academic lectures

2017

Jullum, Martin. A focused model selection criterion for selecting among parametric and nonparametric models. Workshop, Building Bridges at Bislett, 22.05.2017 - 24.05.2017.

Jullum, Martin; Thorarinsdottir, Thordis Linda; Bachl, Fabian. Estimating the seal pup abundance in the Greenland Sea with Bayesian hierarchical modeling. Konferanse, Det 17. norske statistikermøtet; Fredrikstad, 12.06.2017 - 15.06.2017.

Thorarinsdottir, Thordis Linda; Jullum, Martin; Guttorp, Peter. Bayesian modelling of cluster point process models. Konferanse, Spatial Statistics 2017; Lancaster, 04.07.2017 - 07.07.2017.

2016

Jullum, Martin; Thorarinsdottir, Thordis Linda; Bachl, Fabian. Estimating seal pup abundance with LGCP. Konferanse, Autumn Meeting on Latent Gaussian Models, 10.10.2016 - 11.10.2016.

Jullum, Martin. FIC with a nonparametric candidate – a new strategy for FIC construction. Workshop, FICology; Oslo, 09.05.2016 - 11.05.2016.

2015

Jullum, Martin; Kolbjørnsen, Odd. An Approximate Bayesian Inversion Framework based on Local-gaussian Likelihoods. Konferanse, Petroleum Geostatistics; Biarritz, 07.09.2015 - 11.09.2015.

Jullum, Martin. Parametric of Nonparametric: The FIC Approach for Time Series. Konferanse, 18th Norwegian Statistical Meeting; Solstrand, Bergen, 16.06.2015 - 18.06.2015.

Jullum, Martin. An approximate Bayesian geophysical inversion framework based on local-Gaussian likelihoods. Workshop, Oslo Graduate School in Biostatistics Workshop; Klækken, Hønefoss, 29.05.2015 - 30.05.2015.

2014

Jullum, Martin; Hjort, Nils Lid. Parametric or Nonparametric: The Focused Information Criterion Approach. Konferanse, 2014 Joint Statistical Meetings; Boston, 02.08.2014 - 07.08.2014.

2013

Jullum, Martin; Hjort, Nils Lid. Parametric or Nonparametric: The FIC Approach. Konferanse, 29-th European Meeting of Statisticians; Budapest, 20.07.2013 - 25.07.2103.

Jullum, Martin. Parametric or Nonparametric: The Focused Information Criterion Approach (+ Approximate Bayesian Inference). Seminar, SFI-lunsj; Norsk Regnesentral, Oslo, 20.10.2013.

Jullum, Martin; Hjort, Nils Lid. Parametric or Nonparametric: The FIC Approach. Konferanse, 17th Norwegian Statistical meeting; Halden, 11.06.2013 - 13.06.2013.

Scientific lectures

2016

Jullum, Martin. New focused approaches to topics within model selection and approximate Bayesian inversion. Annet, Disputas, 01.04.2016.

Jullum, Martin. Empirical likelihood. Annet, Trial lecture, PhD, 01.04.2016.

2013

Jullum, Martin. Approximate Bayesian Inference for Geophysical Inverse Problems. Workshop, Oslo Graduate School in Biostatistics Workshop; Hønefoss, 24.05.2013 - 25.05.2013.

Doctoral dissertations

2016

Jullum, Martin. New focused approaches to topics within model selection and approximate Bayesian inversion. Oslo: Faculty of Mathematics and Natural Sciences, University of Oslo . pp 185. 2016.

Reports

2017

Aas, Kjersti; Jullum, Martin; Neef, Linda Reiersølmoen. Maskinlæring for vurdering av forsikringsrisiko. Norsk Regnesentral, Oslo. NR-notat SAMBA/14/17. pp 81. 2017.

Holden, Lars; Jullum, Martin; Sandve, Geir Kjetil. Statistical modeling of repertoire overlap in entire sampling spaces. Norsk Regnesentral, . NR-notat SAMBA/13/17. pp 15. 2017. Full-text

2011

Jullum, Martin. Hypotesetesting av strekklengde for Seigmenn. Norsk Regnesentral, Oslo. NR-notat SAMBA/25/11. pp 28. 2011.

Jullum, Martin. Vindprognoser og strømpriser. Norsk Regnesentral, Oslo. NR-notat SAMBA/26/11. pp 21. 2011.

Website (informational material)

2015

Hjort, Nils Lid; Jullum, Martin. To liv: kvinnene i Lillestrøm som ble født på samme dag og døde på samme dag. 2015. Data

Hjort, Nils Lid; Jullum, Martin. To liv: kvinnene i Lillestrøm som ble født på samme dag og døde på samme dag (FocuStat Blog Post). 2015. Full-text

Media, programme participations

2015

Jullum, Martin; Banos, David Ruiz. Hvis man sjekker en billion kvinner, vil man finne fem slike par. [TV] 2015-10-22 Full-text

Masters thesis

2012

Jullum, Martin. Focused information criteria for selecting among parametric and nonparametric models. 2012. Review

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