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Selected publications of Steffen L. Lauritzen

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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.

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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