Steffen Lauritzen

30 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-7176-6212

Department of Mathematical Sciences, University of Copenhagen, Universitetsparken 5

Publications

• On some algorithms for estimation in Gaussian graphical models — Biometrika 2024
• Seconder of the vote of thanks to Fong, Holmes and Walker and contribution to the Discussion of ‘Martingale Posterior Distributions’ — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Locally associated graphical models and mixed convex exponential families — The Annals of Statistics 2022
• Total positivity in exponential families with application to binary variables — The Annals of Statistics 2021
• Handbook of Graphical Models — Journal of the American Statistical Association 2020
• Maximum likelihood estimation in Gaussian models under total positivity — The Annals of Statistics 2019
• Random networks, graphical models and exchangeability — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
• Unifying Markov properties for graphical models — The Annals of Statistics 2018
• Total positivity in Markov structures — The Annals of Statistics 2017
• Discussion: Latent variable graphical model selection via convex optimization — The Annals of Statistics 2012
• Estimation of means in graphical Gaussian models with symmetries — The Annals of Statistics 2012
• Proper local scoring rules on discrete sample spaces — The Annals of Statistics 2012
• Proper local scoring rules — The Annals of Statistics 2012
• Likelihood analysis of the binary instrumental variable model — Biometrika 2011
• Graphical Gaussian models with edge and vertex symmetries — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008
• Chain graph models and their causal interpretations† — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2002
• The TM algorithm for maximising a conditional likelihood function — Biometrika 2001
• Representing and Solving Decision Problems with Limited Information — Management Science 2001
• Probabilistic Networks and Expert Systems — Journal of the American Statistical Association 2001
• Correction: Hyper Markov Laws in the Statistical Analysis of Decomposable Graphical Models — The Annals of Statistics 1995
• Hyper Markov Laws in the Statistical Analysis of Decomposable Graphical Models — The Annals of Statistics 1993
• Propagation of Probabilities, Means, and Variances in Mixed Graphical Association Models — Journal of the American Statistical Association 1992
• Globally convergent algorithms for maximizing a likelihood function — Biometrika 1991
• On Substantive Research Hypotheses, Conditional Independence Graphs and Graphical Chain Models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1990
• Decomposition of maximum likelihood in mixed graphical interaction models — Biometrika 1989
• Graphical Models for Associations between Variables, some of which are Qualitative and some Quantitative — The Annals of Statistics 1989
• Correction: Graphical Models for Associations Between Variables, Some of which are Qualitative and Some Quantitative — The Annals of Statistics 1989
• Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1988
• Graphical and recursive models for contingency tables — Biometrika 1983
• Markov Fields and Log-Linear Interaction Models for Contingency Tables — The Annals of Statistics 1980