Publications/Methods

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2013

  • Lenkoski, A; Eicher, TS; Raftery, AE. Two-Stage Bayesian Model Averaging in the Endogenous Variable Model. Accepted for publication in Econometric Reviews, 2013.


Reports:

  • Bergersen, LC; Tharmaratnam, K; Glad, IK. Monotone Splines Lasso. arXiv:1310.1282 [stat.ME], 2013.
  • Ferkingstad, E; Holden, L; Sandve, GK. Monte Carlo null models in ecology. Norwegian Computing Center, NR-Note, SAMBA/20/13, 2013.
  • Fuglstad, G-A; Lindgren, FK; Simpson, DP; Rue, H. Exploring a New Class of Non-stationary Spatial Gaussian Random Fields with Varying Local Anisotropy. arXiv:1304.6949 [stat.ME], 2013.
  • Fuglstad, G-A; Simpson, DP; Lindgren, FK; Rue, H. Non-stationary Spatial Modelling with Applications to Spatial Prediction of Precipitation. arXiv:1306.0408 [stat.ME], 2013.
  • Hu, X; Lindgren, FK; Simpson, DP; Rue, H. Multivariate Gaussian Random Fields with Oscillating Covariance Functions using Systems of Stochastic Partial Differential Equations. arXiv:1307.1384 [stat:ME], 2013.
  • Hu, X; Simpson, DP; Lindgren, FK; Rue, H. Multivariate Gaussian Random Fields Using Systems of Stochastic Partial Differential Equations. arXiv:1307.1379 [stat.ME], 2013.
  • Hu, X; Simpson, DP; Rue, H. Specifying Gaussian Markov Random Fields with Incomplete Orthogonal Factorization using Givens Rotations. arXiv:1307.1368 [stat.CO], 2013.
  • Hu, X; Steinsland, I; Simpson, DP; Martino, S; Rue, H. Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. arXiv:1307.1402 [stat.AP], 2013.
  • Marques, RAG; Storvik, GO. Particle move-reweighting strategies for online inference. Preprint series. Statistical Research Report, 2013; duo.uio.no, http://urn.nb.no/URN:NBN:no-38954.
  • Martins, TG; Rue, H. Extending INLA to a class of near-Gaussian latent models. arXiv:1210.1434 [stat.CO], 2013.
  • Yue, YR; Simpson, DP; Lindgren, FK; Rue, H. Bayesian Adaptive Smoothing Spline using Stochastic Differential Equations. arXiv:1209.2013 [math.ST], 2013.


2012


Reports:


2011

  • Sandve, Geir Kjetil; Gundersen, Sveinung; Rydbeck, Halfdan; Glad, Ingrid Kristine; Holden, Lars; Holden, Marit; Liestøl, Knut; Clancy, Trevor; Drabløs, Finn; Ferkingstad, Egil; Johansen, Morten; Nygaard, Vegard; Tøstesen, Eivind; Frigessi, Arnoldo; Hovig, Eivind: The differential disease regulome. BMC Genomics, 2011; Vol. 12(353), doi: 10.1186/1471-2164-12-353


Reports:

  • Aune, Erlend; Eidsvik, Jo; Pokern, Yvo: Iterative numerical methods for sampling from high dimensional Gaussian distributions. Technical report. Statistics No. 5/2011, Department of Mathematical Sciences, Norwegian University of Science and Technology
  • Eidsvik, Jo; Shaby, Benjamin A.; Reich, Brian J.; Wheeler, Matthew; Niemi, Jarad: Estimation and prediction in spatial models with block composite likelihoods using parallel computing. Technical report. Statistics No. 7/2011, Department of Mathematical Sciences, Norwegian University of Science and Technology
  • Hjort, NL; Ongaro, A. Bayesian Inference Using an Extension of the Dirichlet Process, Preprint series. Statistical Research Report, 2011, duo.uio.no, http://urn.nb.no/URN:NBN:no-28257.
  • Hjort, NL; Ongaro, A. Characterisations of Random Dirichlet Means. Preprint series. Statistical Research Report, 2011, duo.uio.no, http://urn.nb.no/URN:NBN:no-28255.
  • Rezaie, Javad; Eidsvik, Jo: Shrinked (1−α) ensemble Kalman filter and α particle filter. Technical Report. Statistics No. 6/2011, Department of Mathematical Sciences, Norwegian University of Science and Technology
  • Simpson, Daniel; Lindgren, Finn; Rue, Håvard: Think continuous: Markovian Gaussian models in spatial statistics. Technical Report. Statistics No. 9/2011, Department of Mathematical Sciences, Norwegian University of Science and Technology
  • Simpson, Daniel; Illian, Janine; Lindgren, Finn; Sørbye, Sigrunn H.; Rue, Håvard: Going off grid: Computationally efficient inference for log-Gaussian Cox processes. Technical Report. Statistics No. 10/2011, Department of Mathematical Sciences, Norwegian University of Science and Technology


2010

  • Sandve, Geir Kjetil; Gundersen, Sveinung; Rydbeck, Halfdan; Glad, Ingrid Kristine; Holden, Lars; Holden, Marit; Liestøl, Knut; Clancy, Trevor; Ferkingstad, Egil; Johansen, Morten; Nygaard, Vegard; Tøstesen, Eivind; Frigessi, Arnoldo; Hovig, Eivind: The Genomic HyperBrowser: inferential genomics at the sequence level. Genome Biology 2010; Vol. 11(12)
  • Sætrom, Jon; Omre, Henning: Reduction of Dimensionality in Spatiotemporal Models. Trondheim: NTNU-Trykk (ISBN 978-82-471-2363-8) , s. 257, 2010


2009


Reports:


2008


Books:


Reports:

  • Løland, Anders; Wilhelmsen, Mathilde: Monte Carlo simulation based validation. NR-Note, SAMBA/32/08, pp. 17, October 1, 2008


2007

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