Many commonly used treatment effects estimators rely on the unconfoundedness assumption ("selection on observables … access (very) informative administrative data, concerns about the validity of the unconfoundedness assumption remain. The … unemployment in Germany, as well as several usually unobserved characteristics like personality traits, attitudes, expectations …

A large and highly used number of treatment effects estimators rely on the unconfoundedness assumption ("selection on … access to (very) informative administrative data concerns about the validity of the unconfoundedness assumption remain. The … unemployment in Germany, as well as several usually not observed characteristics like personality traits, attitudes, expectations …

) matching estimates of Active Labor Market Policies (ALMPs) based on the selection-on-observables assumption are to typically … confounders. However, results also show that matching on the PS using only typically observed covariates reduces imbalance in … matching approach based on rich and high quality administrative data appears to be sufficient to obtain estimates that are …

Many commonly used treatment effects estimators rely on the unconfoundedness assumption ("selection on observables … access (very) informative administrative data, concerns about the validity of the unconfoundedness assumption remain. The … unemployment in Germany, as well as several usually unobserved characteristics like personality traits, attitudes, expectations …

Many commonly used treatment effects estimators rely on the unconfoundedness assumption ("selection on observables … access (very) informative administrative data, concerns about the validity of the unconfoundedness assumption remain. The … unemployment in Germany, as well as several usually unobserved characteristics like personality traits, attitudes, expectations …

Many commonly used treatment effects estimators rely on the unconfoundedness assumption ("selection on observables … access (very) informative administrative data, concerns about the validity of the unconfoundedness assumption remain. The … unemployment in Germany, as well as several usually unobserved characteristics like personality traits, attitudes, expectations …

Many commonly used treatment effects estimators rely on the unconfoundedness assumption (“selection on observables … access (very) informative administrative data, concerns about the validity of the unconfoundedness assumption remain. The … unemployment in Germany, as well as several usually unobserved characteristics like personality traits, attitudes, expectations …