Steffen Lauritzen

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Philip DawidEmeritus Professor of Statistics, University of CambridgeVerified email at statslab.cam.ac.uk
david spiegelhalterCambridge UniversityVerified email at statslab.cam.ac.uk
Julia MorteraProfessor of StatisticsVerified email at uniroma3.it
Søren HøjsgaardAssociate professor in statistics, Aalborg UniversityVerified email at math.aau.dk
Piotr ZwiernikUniversity of TorontoVerified email at utoronto.ca
Caroline UhlerMassachusetts Institute of TechnologyVerified email at mit.edu
Thomas S. RichardsonUniversity of WashingtonVerified email at uw.edu
Therese GraversenIT University of CopenhagenVerified email at itu.dk
Claudia KlüppelbergVerified email at ma.tum.de
Mathias DrtonProfessor of Mathematical Statistics, Technical University of MunichVerified email at tum.de
Matthew ParryAssociate Professor in Statistics, University of OtagoVerified email at otago.ac.nz
Nuala A SheehanProfessor of Statistical Genetics, University of LeicesterVerified email at le.ac.uk
Morten FrydenbergVerified email at mollerfryd.dk
Kristian OlesenAssociate professorVerified email at cs.aau.dk
Jørgen Bach AndersenAalborg University, DenmarkVerified email at es.aau.dk
Shaun FallatUniversity of ReginaVerified email at uregina.ca
Peter G. M. ForbesDepartment of Statistics, University of OxfordVerified email at stats.ox.ac.uk
Alessandro RinaldoThe University of Texas at AustinVerified email at austin.utexas.edu
Poul Flemming Høilund-Carlsenprofessor i klnisk fysiologi, Syddansk Universitet, Odense, DanmarkVerified email at rsyd.dk
Niels KeidingProfessor of biostatistics, University of CopenhagenVerified email at sund.ku.dk

Steffen Lauritzen

Emeritus Professor of Statistics, University of Oxford and University of Copenhagen

Verified email at math.ku.dk - Homepage

Mathematical Statistics Graphical Models


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Graphical models SL Lauritzen Clarendon Press, 1996	7718	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	5877	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	900	1981
Independence properties of directed Markov fields SL Lauritzen, AP Dawid, BN Larsen, HG Leimer Networks 20 (5), 491-505, 1990	818	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	673	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

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