Graphical models SL Lauritzen Clarendon Press, 1996 | 7717 | 1996 |
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 | 5875 | 1988 |
Probabilistic networks and expert systems: Exact computational methods for Bayesian networks RG Cowell, P Dawid, SL Lauritzen, DJ Spiegelhalter Springer Science & Business Media, 2007 | 3310 | 2007 |
Bayesian analysis in expert systems DJ Spiegelhalter, AP Dawid, SL Lauritzen, RG Cowell Statistical science, 219-247, 1993 | 1113 | 1993 |
The EM algorithm for graphical association models with missing data SL Lauritzen Computational statistics & data analysis 19 (2), 191-201, 1995 | 1109 | 1995 |
Bayesian updating in causal probabilistic networks by local computations FV Jensen Comput. Stat. Quarterly 4, 269-282, 1990 | 1008 | 1990 |
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 | 991 | 1989 |
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 | 898 | 1981 |
Independence properties of directed Markov fields SL Lauritzen, AP Dawid, BN Larsen, HG Leimer Networks 20 (5), 491-505, 1990 | 816 | 1990 |
Sequential updating of conditional probabilities on directed graphical structures DJ Spiegelhalter, SL Lauritzen Networks 20 (5), 579-605, 1990 | 813 | 1990 |
Hyper Markov laws in the statistical analysis of decomposable graphical models AP Dawid, SL Lauritzen The Annals of Statistics, 1272-1317, 1993 | 698 | 1993 |
Markov fields and log-linear interaction models for contingency tables JN Darroch, SL Lauritzen, TP Speed The Annals of Statistics, 522-539, 1980 | 696 | 1980 |
Propagation of probabilities, means, and variances in mixed graphical association models SL Lauritzen Journal of the American Statistical Association 87 (420), 1098-1108, 1992 | 672 | 1992 |
R: Graphical and Recursive Models for Contingency Tables N Wermuth, SL Lauritzen Eksp. Aalborg Centerboghandel, 1982 | 376 | 1982 |
Stable local computation with conditional Gaussian distributions SL Lauritzen, F Jensen Statistics and Computing 11, 191-203, 2001 | 365 | 2001 |
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 | 353 | 1990 |
Chain graph models and their causal interpretations SL Lauritzen, TS Richardson Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002 | 342 | 2002 |
Statistical manifolds SL Lauritzen Differential geometry in statistical inference 10, 163-216, 1987 | 301 | 1987 |
Representing and solving decision problems with limited information SL Lauritzen, D Nilsson Management Science 47 (9), 1235-1251, 2001 | 291 | 2001 |
Causal inference from graphical models SL Lauritzen Monographs on Statistics and Applied Probability 87, 63-108, 2001 | 282 | 2001 |