Discussion of "The Blessings of Multiple Causes" by Wang and Blei
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[1] C. Matias,et al. Identifiability of parameters in latent structure models with many observed variables , 2008, 0809.5032.
[2] David R. Cox,et al. Principles of Applied Statistics , 2011 .
[3] P. Spirtes,et al. Causation, prediction, and search , 1993 .
[4] Edward H. Kennedy. Nonparametric Causal Effects Based on Incremental Propensity Score Interventions , 2017, Journal of the American Statistical Association.
[5] Michael I. Jordan,et al. Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..
[6] J. Wooldridge. Control Function Methods in Applied Econometrics , 2015, The Journal of Human Resources.
[7] M. Hudgens,et al. Toward Causal Inference With Interference , 2008, Journal of the American Statistical Association.
[8] Alexander D'Amour,et al. On Multi-Cause Causal Inference with Unobserved Confounding: Counterexamples, Impossibility, and Alternatives , 2019, ArXiv.
[9] G. Imbens,et al. Identification and Estimation of Triangular Simultaneous Equations Models without Additivity , 2002 .
[10] S. Geneletti. Identifying direct and indirect effects in a non‐counterfactual framework , 2007 .
[11] Joshua D. Clinton,et al. The Statistical Analysis of Roll Call Data , 2004, American Political Science Review.
[12] J. Kruskal. Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics , 1977 .