Thomas S. Richardson
Title
Cited by
Cited by
Year
Causation, prediction, and search
P Spirtes, CN Glymour, R Scheines, D Heckerman
MIT press, 2000
80812000
Ancestral graph Markov models
T Richardson, P Spirtes
The Annals of Statistics 30 (4), 962-1030, 2002
5432002
Chain graph models and their causal interpretations
SL Lauritzen, TS Richardson
Journal of the Royal Statistical Society: Series B (Statistical Methodologyá…, 2002
2652002
Learning high-dimensional directed acyclic graphs with latent and selection variables
D Colombo, MH Maathuis, M Kalisch, TS Richardson
The Annals of Statistics, 294-321, 2012
2602012
Demystifying optimal dynamic treatment regimes
EEM Moodie, TS Richardson, DA Stephens
Biometrics 63 (2), 447-455, 2007
2232007
The TETRAD project: Constraint based aids to causal model specification
R Scheines, P Spirtes, C Glymour, C Meek, T Richardson
Multivariate Behavioral Research 33 (1), 65-117, 1998
2231998
An evaluation of machine-learning methods for predicting pneumonia mortality
GF Cooper, CF Aliferis, R Ambrosino, J Aronis, BG Buchanan, R Caruana, ...
Artificial intelligence in medicine 9 (2), 107-138, 1997
2231997
Single world intervention graphs (SWIGs): A unification of the counterfactual and graphical approaches to causality
TS Richardson, JM Robins
Center for the Statistics and the Social Sciences, University of Washingtoná…, 2013
1992013
Causal inference in the presence of latent variables and selection bias
PL Spirtes, C Meek, TS Richardson
arXiv preprint arXiv:1302.4983, 2013
1872013
Markov properties for acyclic directed mixed graphs
T Richardson
Scandinavian Journal of Statistics 30 (1), 145-157, 2003
1832003
Alternative graphical causal models and the identification of direct effects
JM Robins, TS Richardson
Causality and psychopathology: Finding the determinants of disorders andá…, 2010
1812010
A discovery algorithm for directed cyclic graphs
TS Richardson
arXiv preprint arXiv:1302.3599, 2013
1672013
Using path diagrams as a structural equation modeling tool
P Spirtes, T Richardson, C Meek, R Scheines, C Glymour
Sociological Methods & Research 27 (2), 182-225, 1998
1561998
Estimation of a covariance matrix with zeros
S Chaudhuri, M Drton, TS Richardson
Biometrika 94 (1), 199-216, 2007
1352007
TETRAD 3: Tools for Causal Modeling–User’s Manual
R Scheines, P Spirtes, C Glymour, C Meek, T Richardson
CMU Philosophy, 1996
1331996
Boosting methodology for regression problems
G Ridgeway, D Madigan, T Richardson
Seventh International Workshop on Artificial Intelligence and Statistics, 2020
1302020
Interpretable Boosted Na´ve Bayes Classification.
G Ridgeway, D Madigan, T Richardson, J O'Kane
KDD, 101-104, 1998
1151998
Covariate selection for the nonparametric estimation of an average treatment effect
X De Luna, I Waernbaum, TS Richardson
Biometrika 98 (4), 861-875, 2011
1132011
An algorithm for causal inference in the presence of latent variables and selection bias
P Spirtes, C Meek, T Richardson
Computation, causation, and discovery 21, 1-252, 1999
1131999
Markov equivalence for ancestral graphs
RA Ali, TS Richardson, P Spirtes
The Annals of Statistics 37 (5B), 2808-2837, 2009
902009
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