302 citations
- Harvard UniversityUS4 papers
- Stanford UniversityUS2 papers
- Ca' Foscari University of VeniceIT1 paper
- California University of PennsylvaniaUS1 paper
- Harvard University PressUS1 paper
- Instituto de Engenharia de Sistemas e Computadores Investigação e DesenvolvimentoPT1 paper
- Massachusetts Institute of TechnologyUS1 paper
- Rutgers, The State University of New JerseyUS1 paper
- University of California, BerkeleyUS1 paper
- University of CanterburyNZ1 paper
- University of ChicagoUS1 paper
- University of FloridaUS1 paper
5 papers · 1 filter
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…
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…
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…
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…
Design-Based Ratio Estimators and Central Limit Theorems for Clustered, Blocked RCTs
Peter Z. Schochet, Nicole E. Pashley, Luke W. Miratrix +1
This article develops design-based ratio estimators for clustered, blocked randomized controlled trials (RCTs), with an application to a federally funded, school-based RCT testing…