Steffen Lauritzen
Steffen Lauritzen
Professor of Statistics, University of Copenhagen, COSTNET CA15109
Verified email at math.ku.dk - Homepage
TitleCited byYear
Graphical models
SL Lauritzen
Clarendon Press, 1996
54961996
Local computations with probabilities on graphical structures and their application to expert systems
SL Lauritzen, DJ Spiegelhalter
Journal of the Royal Statistical Society: Series B (Methodological) 50 (2 …, 1988
49661988
Probabilistic networks and expert systems: Exact computational methods for Bayesian networks
RG Cowell, P Dawid, SL Lauritzen, DJ Spiegelhalter
Springer Science & Business Media, 2006
27822006
Bayesian analysis in expert systems
DJ Spiegelhalter, AP Dawid, SL Lauritzen, RG Cowell
Statistical science 8 (3), 219-247, 1993
9101993
Bayesian updating in causal probabilistic networks by local computations
FV Jensen
An introduction to Bayesian networks, 1996
9031996
The EM algorithm for graphical association models with missing data
SL Lauritzen
Computational Statistics & Data Analysis 19 (2), 191-201, 1995
8821995
Graphical models for associations between variables, some of which are qualitative and some quantitative
SL Lauritzen, N Wermuth
The annals of Statistics, 31-57, 1989
7791989
Sequential updating of conditional probabilities on directed graphical structures
DJ Spiegelhalter, SL Lauritzen
Networks 20 (5), 579-605, 1990
6651990
Independence properties of directed Markov fields
SL Lauritzen, AP Dawid, BN Larsen, HG Leimer
Networks 20 (5), 491-505, 1990
6491990
Markov fields and log-linear interaction models for contingency tables
JN Darroch, SL Lauritzen, TP Speed
The Annals of Statistics, 522-539, 1980
6111980
Statistical analysis of time series: Some recent developments [with discussion and reply]
DR Cox, G Gudmundsson, G Lindgren, L Bondesson, E Harsaae, ...
Scandinavian Journal of Statistics, 93-115, 1981
6091981
Propagation of probabilities, means, and variances in mixed graphical association models
SL Lauritzen
Journal of the American Statistical Association 87 (420), 1098-1108, 1992
5601992
Hyper Markov laws in the statistical analysis of decomposable graphical models
AP Dawid, SL Lauritzen
The Annals of Statistics 21 (3), 1272-1317, 1993
5581993
Latent variable graphical model selection via convex optimization
V Chandrasekaran, PA Parrilo, AS Willsky
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
3792010
Bayesian updating in recursive graphical models by local commutations
F Jensen
Comput. Stat. Data Anal. 4, 269-282, 1990
3491990
Graphical and recursive models for contigency tables
N Wermuth, SL Lauritzen
Institut for Elektroniske Systemer, Aalborg Universitetscenter, 1982
3271982
Bayesian nonparametric inference for random distributions and related functions
SG Walker, P Damien, PW Laud, AFM Smith
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999
3111999
On substantive research hypotheses, conditional independence graphs and graphical chain models
N Wermuth, SL Lauritzen
Journal of the Royal Statistical Society: Series B (Methodological) 52 (1 …, 1990
3081990
Stable local computation with conditional Gaussian distributions
SL Lauritzen, F Jensen
Statistics and Computing 11 (2), 191-203, 2001
2972001
Differential geometry in statistical inference
S Amari, OE Barndorff-Nielsen, RE Kass, SL Lauritzen, CR Rao
IMS, 1987
2451987
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