RANDOMIZED EXPERIMENTS AND OBSERVATIONAL STUDIES: CAUSAL INFERENCE IN STATISTICS

Article

For objective causal inference, design trumps analysis.” annals of applied statistics 2(3):808–840.

Thesis

Designing experiments informed by observational studies

Article

Randomization inference and sensitivity analysis randomized experiments and observational studies.

DB: For objective causal inference, design trumps analysis

Article

The design versus the analysis of observational studies for causal effects: parallels with the design of randomized trials.

Article

Split samples and design sensitivity in observational studies (2009)

Article

Causal Inference Outside of Randomized Trials with the Stability-Controlled Quasi-Experiment: Extensions and Considerations

Thesis

Causal inference based on observational studies: challenges and limitations.