martinju

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My web page for my work on nonparametric vs. parametric model selection via the Focused Information Criterion: http://folk.uio.no/martinju/FIC/

Tags: Statistics, Statistics and biostatistics

Publications

  • Jullum, Martin & Hjort, Nils Lid (2017). Parametric or nonparametric: The FIC approach. Statistica sinica.  ISSN 1017-0405.  27, s 951- 981 . doi: 10.5705/ss.202015.0364
  • Jullum, Martin & Kolbjørnsen, Odd (2016). A Gaussian-based framework for local Bayesian inversion of geophysical data to rock properties. Geophysics.  ISSN 0016-8033.  81(3), s R75- R87 . doi: 10.1190/geo2015-0314.1
  • Kolbjørnsen, Odd; Buland, Arild; Hauge, Ragnar; Røe, Per; Jullum, Martin; Metcalfe, Richard William & Skjæveland, Øyvind (2016). Bayesian AVO inversion to rock properties using a local neighborhood in a spatial prior model. The Leading Edge.  ISSN 1070-485X.  35(5), s 431- 436 . doi: 10.1190/tle35050431.1
  • 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 978-90-73592-35-3.  OR-B14.  s 4827 - 4832
  • Jullum, Martin & Kolbjørnsen, Odd (2015). A Gaussian-based framework for local Bayesian inversion of geophysical data to rock properties. Geophysics.  ISSN 0016-8033.  81(3), s R75- R87 . doi: 10.1190/GEO2015-0314.1

View all works in Cristin

  • Aas, Kjersti; Jullum, Martin & Neef, Linda Reiersølmoen (2017). Maskinlæring for vurdering av forsikringsrisiko.
  • Holden, Lars; Jullum, Martin & Sandve, Geir Kjetil (2017). Statistical modeling of repertoire overlap in entire sampling spaces .
  • Jullum, Martin (2017). A focused model selection criterion for selecting among parametric and nonparametric models.
  • Jullum, Martin; Thorarinsdottir, Thordis Linda & Bachl, Fabian (2017). Estimating the seal pup abundance in the Greenland Sea with Bayesian hierarchical modeling.
  • Thorarinsdottir, Thordis Linda; Jullum, Martin & Guttorp, Peter (2017). Bayesian modelling of cluster point process models.
  • Jullum, Martin (2016). Empirical likelihood.
  • Jullum, Martin (2016). FIC with a nonparametric candidate – a new strategy for FIC construction.
  • Jullum, Martin (2016). New focused approaches to topics within model selection and approximate Bayesian inversion.
  • Jullum, Martin; Hjort, Nils Lid & Kolbjørnsen, Odd (2016). New focused approaches to topics within model selection and approximate Bayesian inversion.
  • Jullum, Martin; Thorarinsdottir, Thordis Linda & Bachl, Fabian (2016). Estimating seal pup abundance with LGCP.
  • Hjort, Nils Lid & Jullum, Martin (red.) (2015). To liv: kvinnene i Lillestrøm som ble født på samme dag og døde på samme dag .
  • Jullum, Martin (2015). An approximate Bayesian geophysical inversion framework based on local-Gaussian likelihoods.
  • Jullum, Martin (2015). Parametric of Nonparametric: The FIC Approach for Time Series .
  • Jullum, Martin & Banos, David Ruiz (2015, 22. oktober). Hvis man sjekker en billion kvinner, vil man finne fem slike par . [TV].  Aftenposten TV.
  • Jullum, Martin & Kolbjørnsen, Odd (2015). An Approximate Bayesian Inversion Framework based on Local-Gaussian Likelihoods . EarthDoc. . doi: 10.3997/2214-4609.201413634
  • Jullum, Martin & Kolbjørnsen, Odd (2015). An Approximate Bayesian Inversion Framework based on Local-gaussian Likelihoods.
  • Jullum, Martin & Hjort, Nils Lid (2014). Parametric or Nonparametric: The Focused Information Criterion Approach.
  • Jullum, Martin (2013). Approximate Bayesian Inference for Geophysical Inverse Problems.
  • Jullum, Martin (2013). Parametric or Nonparametric: The Focused Information Criterion Approach (+ Approximate Bayesian Inference).
  • Jullum, Martin & Hjort, Nils Lid (2013). Parametric or Nonparametric: The FIC Approach.
  • Jullum, Martin & Hjort, Nils Lid (2013). Parametric or Nonparametric: The FIC Approach.
  • Jullum, Martin & Hjort, Nils Lid (2012). Focused information criteria for selecting among parametric and nonparametric models .
  • Jullum, Martin (2011). Hypotesetesting av strekklengde for Seigmenn.
  • Jullum, Martin (2011). Vindprognoser og strømpriser.
  • Storvik, Bård & Jullum, Martin (2011). Strekker Laban seg litt lengre? . Forskning.no : nettavis med nyheter fra norsk og internasjonal forskning.

View all works in Cristin

Published Dec. 19, 2012 11:09 AM - Last modified Aug. 27, 2014 1:09 PM