Stratified Gaussian graphical models

Henrik Nyman, Johan Pensar, Jukka Corander

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalCommunications in Statistics: Theory and Methods
Volume46
Issue number11
Pages (from-to)5556-5578
Number of pages23
ISSN0361-0926
DOIs
Publication statusPublished - 2017
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Bayesian model learning
  • Context-specific independence
  • Gaussian graphical model
  • Multivariate normal distribution
  • CONTEXT-SPECIFIC INDEPENDENCE
  • COVARIANCE-SELECTION
  • CONTINGENCY-TABLES
  • INFERENCE
  • NETWORKS
  • MCMC
  • 112 Statistics and probability

Cite this

Nyman, Henrik ; Pensar, Johan ; Corander, Jukka. / Stratified Gaussian graphical models. In: Communications in Statistics: Theory and Methods. 2017 ; Vol. 46, No. 11. pp. 5556-5578.
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title = "Stratified Gaussian graphical models",
keywords = "Bayesian model learning, Context-specific independence, Gaussian graphical model, Multivariate normal distribution, CONTEXT-SPECIFIC INDEPENDENCE, COVARIANCE-SELECTION, CONTINGENCY-TABLES, INFERENCE, NETWORKS, MCMC, 112 Statistics and probability",
author = "Henrik Nyman and Johan Pensar and Jukka Corander",
year = "2017",
doi = "10.1080/03610926.2015.1105979",
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volume = "46",
pages = "5556--5578",
journal = "Communications in Statistics: Theory and Methods",
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}

Stratified Gaussian graphical models. / Nyman, Henrik; Pensar, Johan; Corander, Jukka.

In: Communications in Statistics: Theory and Methods, Vol. 46, No. 11, 2017, p. 5556-5578.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Stratified Gaussian graphical models

AU - Nyman, Henrik

AU - Pensar, Johan

AU - Corander, Jukka

PY - 2017

Y1 - 2017

KW - Bayesian model learning

KW - Context-specific independence

KW - Gaussian graphical model

KW - Multivariate normal distribution

KW - CONTEXT-SPECIFIC INDEPENDENCE

KW - COVARIANCE-SELECTION

KW - CONTINGENCY-TABLES

KW - INFERENCE

KW - NETWORKS

KW - MCMC

KW - 112 Statistics and probability

U2 - 10.1080/03610926.2015.1105979

DO - 10.1080/03610926.2015.1105979

M3 - Article

VL - 46

SP - 5556

EP - 5578

JO - Communications in Statistics: Theory and Methods

JF - Communications in Statistics: Theory and Methods

SN - 0361-0926

IS - 11

ER -