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
Mathias DrtonProfessor of Mathematical Statistics, Technical University of MunichVerified email at tum.de
Claudia KlüppelbergVerified email at ma.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	7832	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	5910	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	3326	2007
The EM algorithm for graphical association models with missing data SL Lauritzen Computational statistics & data analysis 19 (2), 191-201, 1995	1124	1995
Bayesian analysis in expert systems DJ Spiegelhalter, AP Dawid, SL Lauritzen, RG Cowell Statistical science, 219-247, 1993	1122	1993
Bayesian updating in causal probabilistic networks by local computations FV Jensen Comput. Stat. Quarterly 4, 269-282, 1990	1014	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	1001	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	915	1981
Independence properties of directed Markov fields SL Lauritzen, AP Dawid, BN Larsen, HG Leimer Networks 20 (5), 491-505, 1990	824	1990
Sequential updating of conditional probabilities on directed graphical structures DJ Spiegelhalter, SL Lauritzen Networks 20 (5), 579-605, 1990	815	1990
Hyper Markov laws in the statistical analysis of decomposable graphical models AP Dawid, SL Lauritzen The Annals of Statistics, 1272-1317, 1993	705	1993
Markov fields and log-linear interaction models for contingency tables JN Darroch, SL Lauritzen, TP Speed The Annals of Statistics, 522-539, 1980	698	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	679	1992
R: Graphical and Recursive Models for Contingency Tables N Wermuth, SL Lauritzen Eksp. Aalborg Centerboghandel, 1982	378	1982
Stable local computation with conditional Gaussian distributions SL Lauritzen, F Jensen Statistics and Computing 11, 191-203, 2001	366	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	355	1990
Chain graph models and their causal interpretations SL Lauritzen, TS Richardson Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002	348	2002
Statistical manifolds SL Lauritzen Differential geometry in statistical inference 10, 163-216, 1987	304	1987
Representing and solving decision problems with limited information SL Lauritzen, D Nilsson Management Science 47 (9), 1235-1251, 2001	296	2001
Causal inference from graphical models SL Lauritzen Monographs on Statistics and Applied Probability 87, 63-108, 2001	284	2001

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