2 papers
stat.ME2026
Incremental effects for continuous exposures
Kyle Schindl, Shuying Shen, Edward H. Kennedy
Causal inference problems often involve continuous treatments, such as dose, duration, or frequency. However, identifying and estimating standard dose-response estimands requires t…
stat.ME2026
Sensitivity analysis for incremental effects, with application to a study of victimization & offending
Shuying Shen, Valerio Bacak, Edward H. Kennedy
Sensitivity analysis for unmeasured confounding under incremental propensity score interventions remains relatively underdeveloped. Incremental interventions define stochastic trea…