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Steffen Lauritzen
Steffen Lauritzen
Emeritus Professor of Statistics, University of Oxford and University of Copenhagen
Verified email at math.ku.dk - Homepage
Title
Cited by
Cited by
Year
Graphical models
SL Lauritzen
Clarendon Press, 1996
76881996
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
58531988
Probabilistic networks and expert systems: Exact computational methods for Bayesian networks
RG Cowell, P Dawid, SL Lauritzen, DJ Spiegelhalter
Springer Science & Business Media, 2007
32842007
The EM algorithm for graphical association models with missing data
SL Lauritzen
Computational statistics & data analysis 19 (2), 191-201, 1995
11121995
Bayesian analysis in expert systems
DJ Spiegelhalter, AP Dawid, SL Lauritzen, RG Cowell
Statistical science, 219-247, 1993
11081993
Bayesian updating in causal probabilistic networks by local computations
FV Jensen
Comput. Stat. Quarterly 4, 269-282, 1990
10101990
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
9911989
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
9031981
Sequential updating of conditional probabilities on directed graphical structures
DJ Spiegelhalter, SL Lauritzen
Networks 20 (5), 579-605, 1990
8151990
Independence properties of directed Markov fields
SL Lauritzen, AP Dawid, BN Larsen, HG Leimer
Networks 20 (5), 491-505, 1990
8121990
Hyper Markov laws in the statistical analysis of decomposable graphical models
AP Dawid, SL Lauritzen
The Annals of Statistics, 1272-1317, 1993
6981993
Markov fields and log-linear interaction models for contingency tables
JN Darroch, SL Lauritzen, TP Speed
The Annals of Statistics, 522-539, 1980
6951980
Propagation of probabilities, means, and variances in mixed graphical association models
SL Lauritzen
Journal of the American Statistical Association 87 (420), 1098-1108, 1992
6731992
Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base
MA Shwe, B Middleton, DE Heckerman, M Henrion, EJ Horvitz, ...
Methods of information in Medicine 30 (04), 241-255, 1991
4411991
R: Graphical and Recursive Models for Contingency Tables
N Wermuth, SL Lauritzen
Eksp. Aalborg Centerboghandel, 1982
3761982
Stable local computation with conditional Gaussian distributions
SL Lauritzen, F Jensen
Statistics and Computing 11, 191-203, 2001
3642001
On substantive research hypotheses, conditional independence graphs and graphical chain models
N Wermuth, SL Lauritzen
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 1990
3511990
Chain graph models and their causal interpretations
SL Lauritzen, TS Richardson
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002
3392002
Representing and solving decision problems with limited information
SL Lauritzen, D Nilsson
Management Science 47 (9), 1235-1251, 2001
2962001
Statistical manifolds
SL Lauritzen
Differential geometry in statistical inference 10, 163-216, 1987
2951987
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