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Thomas S. Richardson
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Ancestral graph Markov models
T Richardson, P Spirtes
The Annals of Statistics 30 (4), 962-1030, 2002
7282002
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
5012012
Causal inference in the presence of latent variables and selection bias
PL Spirtes, C Meek, TS Richardson
arXiv preprint arXiv:1302.4983, 2013
4862013
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 Washington …, 2013
3782013
Chain graph models and their causal interpretations
SL Lauritzen, TS Richardson
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002
3342002
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
2961998
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
2931997
Demystifying optimal dynamic treatment regimes
EEM Moodie, TS Richardson, DA Stephens
Biometrics 63 (2), 447-455, 2007
2912007
Alternative graphical causal models and the identification of direct effects
JM Robins, TS Richardson
Causality and psychopathology: Finding the determinants of disorders and …, 2010
2822010
Markov properties for acyclic directed mixed graphs
T Richardson
Scandinavian Journal of Statistics 30 (1), 145-157, 2003
2632003
A discovery algorithm for directed cyclic graphs
TS Richardson
arXiv preprint arXiv:1302.3599, 2013
2232013
Covariate selection for the nonparametric estimation of an average treatment effect
X De Luna, I Waernbaum, TS Richardson
Biometrika 98 (4), 861-875, 2011
1862011
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
1751998
Estimation of a covariance matrix with zeros
S Chaudhuri, M Drton, TS Richardson
Biometrika 94 (1), 199-216, 2007
1662007
Boosting methodology for regression problems
G Ridgeway, D Madigan, TS Richardson
Seventh International Workshop on Artificial Intelligence and Statistics, 1999
1551999
TETRAD II: tools for causal modeling
R Scheines, P Spirtes, CN Glymour, C Meek
(No Title), 1994
1501994
Interpretable boosted naďve bayes classification.
G Ridgeway, D Madigan, T Richardson, J O'Kane
KDD, 101-104, 1998
1431998
Markov equivalence for ancestral graphs
RA Ali, TS Richardson, P Spirtes
1172009
Rest-inserted loading rapidly amplifies the response of bone to small increases in strain and load cycles
S Srinivasan, BJ Ausk, SL Poliachik, SE Warner, TS Richardson, ...
Journal of applied physiology 102 (5), 1945-1952, 2007
1142007
Partial identification of the average treatment effect using instrumental variables: review of methods for binary instruments, treatments, and outcomes
SA Swanson, MA Hernán, M Miller, JM Robins, TS Richardson
Journal of the American Statistical Association 113 (522), 933-947, 2018
1122018
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