From Association to Causation in Observational Studies: The Role of Tests of Strongly Ignorable Treatment Assignment

association observational studies tests unobserved covariates causal effects of treatments childhood leukemia effects of nuclear fallout ignorable treatment assignment

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (9)

Ineligibles and eligible non-participants as a double comparison group in regression-discontinuity designs ⋮ Testing a conditional form of exogeneity ⋮ Conditions for uniformly non-confounding of causal distribution effects over multiple covariates ⋮ A propensity score adjustment for multiple group structural equation modeling ⋮ Relations among homogeneity, collapsibility and nonconfounding in distribution effects ⋮ Utilizing Propensity Scores to Estimate Causal Treatment Effects with Censored Time-Lagged Data ⋮ A Bayesian propensity score adjustment for latent variable modeling and MCMC algorithm ⋮ Sensitivity analysis for two control groups ⋮ Unnamed Item

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