Detecting Latent Heterogeneity
暂无分享,去创建一个
[1] E. H. Simpson,et al. The Interpretation of Interaction in Contingency Tables , 1951 .
[2] H. Simon,et al. Cause and Counterfactual , 1966 .
[3] C. Blyth. On Simpson's Paradox and the Sure-Thing Principle , 1972 .
[4] D. Rubin,et al. The central role of the propensity score in observational studies for causal effects , 1983 .
[5] James J. Heckman,et al. Alternative methods for evaluating the impact of interventions: An overview , 1985 .
[6] J. Heckman,et al. Longitudinal Analysis of Labor Market Data: Alternative methods for evaluating the impact of interventions , 1985 .
[7] James J. Heckman,et al. Longitudinal Analysis of Labor Market Data , 1985 .
[8] James J. Heckman,et al. Alternative methods for solving the problem of selection bias in evaluating the impact of treatments , 1986 .
[9] Sander Greenland,et al. On the Logical Justification of Conditional Tests for Two-By-Two Contingency Tables , 1991 .
[10] James J. Heckman,et al. Randomization and Social Policy Evaluation , 1991 .
[11] Joshua D. Angrist,et al. Identification of Causal Effects Using Instrumental Variables , 1993 .
[12] J. Pearl. [Bayesian Analysis in Expert Systems]: Comment: Graphical Models, Causality and Intervention , 1993 .
[13] Judea Pearl,et al. Counterfactual Probabilities: Computational Methods, Bounds and Applications , 1994, UAI.
[14] Judea Pearl,et al. Probabilistic Evaluation of Counterfactual Queries , 1994, AAAI.
[15] J. Pearl. Causal diagrams for empirical research , 1995 .
[16] James J. Heckman,et al. Identification of Causal Effects Using Instrumental Variables: Comment , 1996 .
[17] Joseph Y. Halpern. Axiomatizing Causal Reasoning , 1998, UAI.
[18] J. Pearl,et al. An Axiomatic Characterization of Causal Counterfactuals , 1998 .
[19] Joshua D. Angrist,et al. Estimating the Labor Market Impact of Voluntary Military Service Using Social Security Data on Military Applicants , 1998 .
[20] Francine D. Blau,et al. Handbook of Labor Economics , 1999 .
[21] Christopher Winship,et al. THE ESTIMATION OF CAUSAL EFFECTS FROM OBSERVATIONAL DATA , 1999 .
[22] S Greenland,et al. Relation of probability of causation to relative risk and doubling dose: a methodologic error that has become a social problem. , 1999, American journal of public health.
[23] J. Pearl. Causality: Models, Reasoning and Inference , 2000 .
[24] J. Brand,et al. Regression and matching estimates of the effects of elite college attendance on educational and career achievement , 2006 .
[25] Judea Pearl,et al. Identification of Conditional Interventional Distributions , 2006, UAI.
[26] James J Heckman,et al. Understanding Instrumental Variables in Models with Essential Heterogeneity , 2006, The Review of Economics and Statistics.
[27] J. Robins,et al. Four Types of Effect Modification: A Classification Based on Directed Acyclic Graphs , 2007, Epidemiology.
[28] H. White,et al. An Extended Class of Instrumental Variables for the Estimation of Causal Effects , 2011 .
[29] Christopher Winship,et al. Counterfactuals and Causal Inference: Methods and Principles for Social Research , 2007 .
[30] Stephen L. Morgan,et al. 6. A Diagnostic Routine for the Detection of Consequential Heterogeneity of Causal Effects , 2008 .
[31] J. Pearl,et al. Effects of Treatment on the Treated: Identification and Generalization , 2009, UAI.
[32] Sander Greenland,et al. Adjustments and their Consequences—Collapsibility Analysis using Graphical Models , 2010 .
[33] Joshua D. Angrist,et al. The Credibility Revolution in Empirical Economics: How Better Research Design is Taking the Con Out of Econometrics , 2010, SSRN Electronic Journal.
[34] R. Dechter,et al. Effect Heterogeneity and Bias in Main-Effects-Only Regression Models , 2010 .
[35] Judea Pearl,et al. The Curse of Free-Will and the Paradox of Inevitable Regret , 2010 .
[36] R. Dechter,et al. Heuristics, Probability and Causality. A Tribute to Judea Pearl , 2010 .
[37] J. Pearl. The Causal Mediation Formula—A Guide to the Assessment of Pathways and Mechanisms , 2012, Prevention Science.
[38] Yu Xie,et al. Estimating Heterogeneous Treatment Effects with Observational Data , 2012, Sociological methodology.
[39] S. Morgan. Handbook of Causal Analysis for Social Research , 2013 .
[40] J. Pearl. Understanding Simpson's Paradox , 2013 .
[41] J. Brand,et al. California Center for Population Research On-line Working Paper Series Causal Effect Heterogeneity Causal Effect Heterogeneity Author Biography Page Causal Effect Heterogeneity , 2022 .
[42] J. Pearl. TRYGVE HAAVELMO AND THE EMERGENCE OF CAUSAL CALCULUS , 2013, Econometric Theory.
[43] P. Ding. A paradox from randomization-based causal inference , 2014, 1402.0142.
[44] J. Pearl. Comment: Understanding Simpson’s Paradox , 2013, Probabilistic and Causal Inference.
[45] Jin Tian,et al. On the Identification of Causal Effects , 2015 .
[46] Elias Bareinboim,et al. External Validity: From Do-Calculus to Transportability Across Populations , 2014, Probabilistic and Causal Inference.
[47] Yu Xie,et al. Estimating Heterogeneous Treatment Effects with Observational Data , 2022 .