← All authors Thomas S. Richardson University of Washington (from arXiv:2506.07469, 2025) · ORCID · OpenAlex
54 papers in scope · 51 published · 3 on the econ.EM arXiv · 3,997 citations · h-index 22 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Zhehao Zhang Hannah Li Gabriel Y. Weintraub Ramesh Johari Cai Yong Ido Bright Arthur Delarue Ilan Lobel Inessa Liskovich Evan Munro Ruoxuan Xiong Mohsen Bayati Sadegh Shirani David Jones Jennifer Brennan Roland Nelet Vahab Mirrokni Geng Zhao Nian Si Eric Auerbach Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (4 of 54)
published 2025 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2 citations · first circulated 2021
Rank‐based estimation of propensity score weights via subclassification
published 2025 · Canadian Journal of Statistics
working paper 2025 · arXiv
working paper 2024 · arXiv
Thomas S. Richardson and James M. Robins’ contribution to the Discussion of ‘Parameterizing and simulating from causal models’ by Evans and Didelez
published 2024 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1 citations
Experimental Design in Marketplaces
published 2023 · Statistical Science · 11 citations
Potential outcome and decision theoretic foundations for statistical causality
published 2023 · Journal of Causal Inference · 8 citations
Thomas S. Richardson’s Contribution to the Discussion of ‘Assumption-Lean Inference for Generalised Linear Model Parameters’ by Vansteelandt and Dukes
published 2022 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
Coherent Modeling of Longitudinal Causal Effects on Binary Outcomes
published 2022 · Biometrics · 1 citations · first circulated 2017
Multiplicative effect modelling: the general case
published 2021 · Biometrika · 5 citations · first circulated 2019
with Jiaqi Yin, Sonia Markes, Lily Wang, Linbo Wang
Discussion of ‘Estimating time-varying causal excursion effects in mobile health with binary outcomes’
published 2021 · Biometrika · 6 citations
Estimation of local treatment effects under the binary instrumental variable model
published 2021 · Biometrika · 11 citations · first circulated 2020
Foundations and new horizons for causal inference
published 2020 · Oberwolfach Reports · 6 citations
On testing marginal versus conditional independence
published 2020 · Biometrika · 3 citations
with F Richard Guo
Partial Identification of the Average Treatment Effect Using Instrumental Variables: Review of Methods for Binary Instruments, Treatments, and Outcomes
published 2018 · Journal of the American Statistical Association · 101 citations
Discussion of “Data-driven Confounder Selection via Markov and Bayesian Networks” By Häggström
published 2017 · Biometrics · 5 citations
An Apparent Paradox Explained
published 2017 · Statistical Science · 6 citations
Identification and estimation of causal effects with outcomes truncated by death
published 2017 · Biometrika · 48 citations · first circulated 2016
Estimating the effect of joint interventions from observational data in sparse high-dimensional settings
published 2017 · The Annals of Statistics · 59 citations · first circulated 2014
with Preetam Nandy, Marloes H. Maathuis
falsification of the binary instrumental variable model
published 2017 · Biometrika · 21 citations
On the concordant survivorship assumption
published 2017 · Statistics in Medicine · 2 citations
with Linbo Wang
On falsification of the binary instrumental variable model
published 2016 · Biometrika · 19 citations
Causal Analysis of Ordinal Treatments and Binary Outcomes Under Truncation by Death
published 2016 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 15 citations · first circulated 2015
On Modeling and Estimation for the Relative Risk and Risk Difference
published 2016 · Journal of the American Statistical Association · 58 citations · first circulated 2015
Causal Etiology of the Research of James M. Robins
published 2014 · Statistical Science · 19 citations
Markovian acyclic directed mixed graphs for discrete data
published 2014 · The Annals of Statistics · 44 citations
with Robin J. Evans
Variations on undirected graphical models and their relationships
published 2014 · Kybernetika · 2 citations
Introduction to Nested Markov Models
published 2014 · Behaviormetrika · 43 citations
Marginal Log-Linear Parameters for Graphical Markov Models
published 2013 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 40 citations
with Robin J. Evans
General theory for interactions in sufficient cause models with dichotomous exposures
published 2012 · The Annals of Statistics · 31 citations
with Tyler J. VanderWeele
Covariate selection for the nonparametric estimation of an average treatment effect
published 2011 · Biometrika · 145 citations
with Xavier de Luna, Ingeborg Waernbaum
Learning high-dimensional DAGs with latent and selection variables (Abstract).
published 2011 · Uncertainty in Artificial Intelligence · 5 citations
with Diego Colombo, Marloes H. Maathuis, Markus Kalisch
no link
A NEW PROJECTION-TYPE SPLIT-SAMPLE SCORE TEST IN LINEAR INSTRUMENTAL VARIABLES REGRESSION
published 2010 · Econometric Theory · 16 citations · first circulated 2007
Resolving Contested Elections: The Limited Power of Post-Vote Vote-Choice Data
published 2010 · Journal of the American Statistical Association
with Adam Glynn, Mark S. Handcock
Estimating Optimal Dynamic Regimes: Correcting Bias under the Null
published 2009 · Scandinavian Journal of Statistics · 74 citations
with Erica E. M. Moodie
Markov equivalence for ancestral graphs
published 2009 · The Annals of Statistics · 90 citations · first circulated 2002
with R. Ayesha Ali, Peter Spirtes, Ayesha R. Ali
Spherical grand-canonical minority games with and without score discounting
published 2009 · Journal of Physics A Mathematical and Theoretical · 1 citations
with Alex Bladon, Tobias Galla
Binary Models for Marginal Independence
published 2008 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 92 citations
with Mathias Drton
Alleviating Linear Ecological Bias and Optimal Design with Subsample Data
published 2007 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 24 citations
with Adam Glynn, Jon Wakefield, Mark S. Handcock
Demystifying Optimal Dynamic Treatment Regimes
published 2007 · Biometrics · 230 citations
with Erica E. M. Moodie, David A. Stephens
Estimation of a covariance matrix with zeros
published 2007 · Biometrika · 125 citations
with Subhajyoti Chaudhuri, Mathias Drton
Latent models for cross-covariance
published 2005 · Journal of Multivariate Analysis · 13 citations
with Jacob A. Wegelin, Asa Packer
On a Dualization of Graphical Gaussian Models: A Correction Note
published 2003 · Scandinavian Journal of Statistics · 18 citations
with Moulinath Banerjee
Nested Markov properties for acyclic directed mixed graphs
published 2003 · Scandinavian Journal of Statistics · 204 citations
Ancestral graph Markov models
published 2002 · The Annals of Statistics · 577 citations
with Peter Spirtes
Chain Graph Models and their Causal Interpretations
published 2002 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 276 citations
with Steffen L. Lauritzen
A Block Sampling Approach to Distinct Value Estimation
published 2002 · Journal of Computational and Graphical Statistics · 9 citations
with Jake D Brutlag
Guest editorial
published 2000 · Statistics and Computing · 1 citations
Discussion on the paper by Friedman and Fisher
published 1999 · Statistics and Computing
with Greg Ridgeway, David Madigan
Using Path Diagrams as a Structural Equation Modeling Tool
published 1998 · Sociological Methods & Research · 114 citations
with Peter Spirtes, Christopher Meek, Richard Scheines, Clark Glymour
The TETRAD Project: Constraint Based Aids to Causal Model Specification
published 1998 · Multivariate Behavioral Research · 217 citations
with Richard Scheines, Peter Spirtes, Clark Glymour, Christopher Meek
An Introduction to Bayesian Networks.
published 1997 · Journal of the American Statistical Association · 1163 citations
with Thomas Richardson, Finn V. Jensen
A characterization of Markov equivalence for directed cyclic graphs
published 1997 · International Journal of Approximate Reasoning · 30 citations
working paper
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