RIETI独立行政法人経済産業研究所

Review of Necessary Assumptions for Difference-In-Difference (DID) Estimation and Development of Bias Correction Methods for DID where Spillover Effects of Treatment/Causal ...

Recently, "DID; Difference-In-Difference" estimation method in the Treatment/Causal Effect has been regarded as one of the emerging and powerful methods for policy impact assessment, that estimates ...
RIETI独立行政法人経済産業研究所

Development of new treatment/causal effect evaluation methodology with synthetic control group Difference In Difference where stable unit treatment value assumption (SUTVA) may ...

This paper explains the result of development of the new Treatment Effect Evaluation methodology for the case of Stable Unit Treatment Value Assumption (SUTVA) may not hold and experimental ...
San Francisco Fed

Pandemic Layoffs and the Role of Stay-At-Home Orders

We compile a novel high-frequency, detailed geographic dataset on mass layoffs from U.S. state labor departments. Using recent advances in difference-in-difference estimation with staggered treatment, ...
ascopubs.org

Fecal Immunochemical Testing and the Risk of Advanced Colorectal Neoplasia: A Difference-In-Difference Analysis

In DID analysis, the rate of incidence was reduced by 0.34 cases per person-years in the screening group as compared with the historical FIT screening group (rate ratio [RR], 0.08 [95% CI, 0.07 to ...