Selected publications of Steffen L. Lauritzen

Monographs

S. L. Lauritzen. Thiele: Pioneer in Statistics. Oxford University Press, Oxford, 2002, 288 pp.

R. G. Cowell, A. P. Dawid, S. L. Lauritzen and D. J. Spiegelhalter. Probabilistic Networks and Expert Systems. Springer-Verlag, Berlin-Heidelberg-New York, 1999. 321 pp.

S. L. Lauritzen. Graphical Models. Clarendon Press, Oxford. 1996. 298 pp.
 

Theoretical journal articles

S. L. Lauritzen and T. S. Richardson. Chain graph models and their causal interpretation (with discussion). Journal of the Royal Statistical Society, Series B, 64, 321 - 361, 2002

S. L. Lauritzen and D. Nilsson. Representing and solving decision problems with limited information. Management Science, 47, 1238 - 1251. September 2001.

D. Edwards and S. L. Lauritzen. The TM algorithm for maximising a conditional likelihood function. Biometrika, 88, 961-972, 2001.

S. L. Lauritzen and F. Jensen. Stable local computation with conditional Gaussian distributions. Statistics and Computing, 11, 191-203, 2001.

S. L. Lauritzen and F. V. Jensen. Local computation with valuations from a commutative semigroup. Annals of Mathematics and Artificial Intelligence 21, 51-69, 1997.

D. J. Spiegelhalter, A. P. Dawid, S. L. Lauritzen and R. G. Cowell. Bayesian analysis in expert systems. Statistical Science 8, pp. 219-247, 1993.

A. P. Dawid and S. L. Lauritzen. Hyper Markov laws in the statistical analysis of decomposable graphical models. The Annals of Statistics 21, 3, pp. 1272-1317, 1993.

S. L. Lauritzen, A. P. Dawid, B. N. Larsen and H.-G. Leimer. Independence properties of directed Markov fields. Networks 20, 491-505, 1990.

S. L. Lauritzen and N. Wermuth. Graphical models for associations between variables, some of which are quantitative and some qualitative. Annals of Statistics 17, 31-57, 1989.

S. L. Lauritzen and D. J. Spiegelhalter. Local computations with probabilities on graphical structures and their application to expert systems (with discussion). Journal of the Royal Statistical Society, Series B 50, 157-224, 1988.

J. N. Darroch, S. L. Lauritzen and T. P. Speed. Markov fields and log-linear interaction models for contingency tables. Annals of Statistics 8, 522-539, 1980.
 


Last modified: Mon Aug 26 11:45:14 MEST 2002   Author steffen@math.auc.dk