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Bioinformatics (Oxford, England)|June 13, 2003
A statistical problem for inference to regulatory structure from associations of gene expression measurements with microarraysTianjiao Chu, Clark Glymour, Richard Scheines, et al.
Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD ... : Proceedings. ECML PKDD (Conference)|March 10, 2018
Discovery of Causal Models that Contain Latent Variables through Bayesian Scoring of Independence ConstraintsFattaneh Jabbari, Joseph Ramsey, Peter Spirtes, et al.
Proceedings of Machine Learning Research|March 14, 2025
Causal Inference With Outcome-Dependent Missingness And Self-CensoringJacob M Chen, Daniel Malinsky, Rohit Bhattacharya
Biometrika|January 30, 2026
Post-selection inference for causal effects after causal discoveryTing-Hsuan Chang, Zijian Guo, Daniel Malinsky
Journal of the American Statistical Association|October 17, 2022
Semiparametric Inference for Nonmonotone Missing-Not-at-Random Data: The No Self-Censoring ModelDaniel Malinsky, Ilya Shpitser, Eric J Tchetgen Tchetgen
Statistics in Medicine|May 29, 2026
Estimating Effects of Longitudinal Modified Treatment Policies (LMTPs) on Rates of Change in Health OutcomesAnja Shahu, Weijie Xia, Ying Wei, et al.
American Journal of Epidemiology|June 21, 2023
Constructing Causal Life-Course Models: Comparative Study of Data-Driven and Theory-Driven ApproachesAnne Helby Petersen, Claus Thorn Ekstrøm, Peter Spirtes, et al.
Structural Equation Modeling : a Multidisciplinary Journal|December 13, 2017
Finding Pure Sub-Models for Improved Differentiation of Bi-Factor and Second-Order ModelsRenjie Yang, Peter Spirtes, Richard Scheines, et al.
Journal of the American Heart Association|March 4, 2026
Health Equity Perspective on Data-Driven Treatment Decisions in Cardiovascular Care: Risk Assessments Versus Individualized Treatment RulesSafiya Sirota, Norrina B Allen, R G Barr, et al.
Scientific Reports|May 8, 2024
Longitudinal patterns of natural hazard exposures and anxiety and depression symptoms among young adults in four low- and middle-income countriesIlan Cerna-Turoff, Joan A Casey, Katherine Keyes, et al.
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