The Causal Foundations of Structural Equation Modeling

The Causal Foundations of Structural Equation Modeling (2010)

Cached

Download Links

by Judea Pearl

Citations:

BibTeX

@MISC{Pearl10thecausal,
    author = {Judea Pearl},
    title = {The Causal Foundations of Structural Equation Modeling},
    year = {2010}
}

Bookmark

OpenURL

Abstract

Citations

5662	Probabilistic reasoning in intelligent systems: networks of plausible inference - Pearl - 1988
770	Causality: models, reasoning and inference - Pearl - 2000
452	Structural equations with latent variables - Bollen - 1989
336	D: The moderator-mediator variable distinction in social psychological research: Conceptual, strategic and statistical considerations - Baron, Kenny - 1986
249	Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies - Rubin - 1974
201	Experimental and Quasi-Experimental Designs for Generalized Causal Inference - Shadish, Cook, et al. - 2002
197	Statistics and Causal Inference - Holland - 1986
178	Equivalence and synthesis of causal models - Verma, Pearl - 1990
166	RB: Principles and practice of structural equation modeling - Kline - 2005
111	Correlation and causation - Wright - 1921
103	Issues and opinion on structural equation modeling - Chin - 1998
78	Graphical models, causality, and intervention - Pearl - 1993
66	The statistical implications of a system of simultaneous equations - Haavelmo - 1943
62	Causal ordering and identifiability - Simon - 1953
55	S: Identifiability and exchangeability for direct and indirect effects. Epidemiol - JM, Greenland - 1992
54	Axiomatizing causal reasoning - Halpern - 1998
52	Probabilistic evaluation of sequential plans from causal models with hidden variables - Pearl, Robins - 1995
50	Introduction to Structural Equation Models - Duncan - 1975
47	A general identification condition for causal effects - Tian, Pearl - 2002
44	Direct and indirect effects - Pearl
42	Causal inference, path analysis, and recursive structural equations models - Holland - 1988
38	Mediation in experimental and nonexperimental studies: New procedures and recommendations - Shrout, Bolger - 2002
38	Graphs, causality, and structural equation models - Pearl - 1998
37	Counterfactuals and policy analysis in structural models - Balke, Pearl - 1995
37	An axiomatic characterization of causal counterfactuals - Galles, Pearl - 1998
33	Identification of conditional interventional distributions - Shpitser, Pearl - 2006
33	Causal Necessity - Skyrms - 1980
29	Causal inference in nonexperimental research - Blalock - 1964
28	Counterfactuals and comparative possibility - Lewis - 1973
26	Mediating instrumental variables - Pearl - 1993
25	Direct and indirect causal effects via potential outcomes - Rubin - 2004
25	Identification of joint interventional distributions in recursive semi-Markovian causal models - Shpitser, Pearl
24	Causal inference using potential outcomes: Design, modeling, decisions - Rubin - 2005
24	Counterfactuals and Causal Inference: Methods and Principles for Social Research (Analytical Methods for Social Research - Morgan, Winship - 2007
24	Cause and counterfactual - Simon, Rescher - 1966
22	Limitations of the application of fourfold table analysis to hospital data - Berkson - 1947
21	Identifiability of path-specific effects - Avin, Shpitser, et al. - 2005
18	Identification, inference, and sensitivity analysis for causal mediation effects - Imai, Keele, et al. - 2008
16	As others see us: A case study in path analysis (with discussion - Freedman - 1987
16	Process analysis: estimating mediation in treatment evaluations - Judd, Kenny - 1981
16	Statistical inference in economics - Marschak - 1950
16	The Tari¤ on Animal and Vegetable Oil - Wright - 1928
15	networksofplausible inference - Pearl - 1988
15	Estimation of direct causal effects - Petersen, Sinisi, et al. - 2006
14	Markov equivalence for ancestral graphs - Ali, Richardson, et al. - 2004
14	Data, design, and background knowledge in etiologic inference - Robins - 2001
14	Four types of effect modification: A classification based on directed acyclic graphs - VanderWeele, Robins - 2007
13	When moderation is mediated and mediation is moderated - Muller, Judd, et al. - 2005
13	The scientific model of causality - Heckman - 2005
12	Mediation analysis - MacKinnon, Fairchild, et al. - 2007