output
20122024
most citedA Review of Generalizability and Transportability

302 citations

12 papers

stat.AP2024

Evaluating Organizational Effectiveness: A New Strategy to Leverage Multisite Randomized Trials for Valid Assessment

Guanglei Hong, Jonah Deutsch, Peter Kress +2

Determining which organizations are more effective in implementing an intervention program is essential for theoretically and empirically characterizing exemplary practice and for…

math.NT2024

Doubly isogenous curves of genus two with a rational action of

Jeremy Booher, Everett W. Howe, Andrew V. Sutherland +1

Let and be curves over a finite field , provided with embeddings and into their Jacobian varieties. Let and be the pullbacks (via these emb…

stat.ME2021★ 2 cited

Conditional Cross-Design Synthesis Estimators for Generalizability in Medicaid

Irina Degtiar, Tim Layton, Jacob Wallace +1

While much of the causal inference literature has focused on addressing internal validity biases, both internal and external validity are necessary for unbiased estimates in a targ…

stat.ME2021★ 302 cited

A Review of Generalizability and Transportability

Irina Degtiar, Sherri Rose

When assessing causal effects, determining the target population to which the results are intended to generalize is a critical decision. Randomized and observational studies each h…

stat.ME2021

Statistical Power for Estimating Treatment Effects Using Difference-in-Differences and Comparative Interrupted Time Series Designs with Variation in Treatment Timing

Peter Z. Schochet

This article develops new closed-form variance expressions for power analyses for commonly used difference-in-differences (DID) and comparative interrupted time series (CITS) panel…

stat.ME2020★ 3 cited

A Lasso-OLS Hybrid Approach to Covariate Selection and Average Treatment Effect Estimation for Clustered RCTs Using Design-Based Methods

Peter Z. Schochet

Statistical power is often a concern for clustered RCTs due to variance inflation from design effects and the high cost of adding study clusters (such as hospitals, schools, or com…