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Treatment evaluation with multiple outcome periods under endogeneity and attrition

Frölich, Markus; Huber, Martin - 2014

This paper develops a nonparametric methodology for treatment evaluation with multiple outcome periods under treatment endogeneity and missing outcomes. We use instrumental variables, pre-treatment characteristics, and short-term (or intermediate) outcomes to identify the average treatment...

Persistent link: https://www.econbiz.de/10010249397

Quantile treatment effects in difference in differences models with panel data

Callaway, Brantly; Li, Tong - In: Quantitative economics : QE ; journal of the … 10 (2019) 4, pp. 1579-1618

This paper considers identification and estimation of the Quantile Treatment Effect on the Treated (QTT) under a … Assumption that says that the missing dependence is constant over time. Under this assumption and when panel data is available …

Persistent link: https://www.econbiz.de/10012202873

The Relation of Different Concepts of Causality in Econometrics

Lechner, Michael - 2008

Granger and Sims non-causality (GSNC) are compared to non-causality based on concepts popular in the microeconometrics and programme evaluation literature (potential outcome non-causality, PONC). GSNC is defined as a set of restrictions on joint distributions of random variables with observable...

Persistent link: https://www.econbiz.de/10012727017

Robust Estimation of Linear Fixed Effects Panel Data Models with an Application to the Exporter Productivity Premium

Verardi, Vincenzo - 2010

estimation of the popular linear fixed effects panel data model, and to supply Stata code for it. In an application from the …

Persistent link: https://www.econbiz.de/10013143679

Nonlinear state-space models for microeconometric panel data

Heiss, Florian - 2006

In applied microeconometric panel data analyses, time-constant random effects and first-order Markov chains are the … model which also captures the dynamic features better. The computational problems encountered in the estimation of such …

Persistent link: https://www.econbiz.de/10010439378

Robust estimation of linear fixed effects panel data models with an application to the exporter productivity premium

Verardi, Vincenzo; Wagner, Joachim - 2010

estimation of the popular linear fixed effects panel data model, and to supply Stata code for it. In an application from the …. -- Robust estimation ; panel data ; outliers ; Stata ; exporter productivity premium …

Persistent link: https://www.econbiz.de/10003958692

Robust estimation of linear fixed effects panel data models with an application to the exporter productivity premium

Verardi, Vincenzo; Wagner, Joachim - 2010

Persistent link: https://www.econbiz.de/10003962105

Infections, Accidents and Nursing Overtime in a Neonatal Intensive Care Unit : A Bayesian Semiparametric Panel Data Logit Model

Beltempo, Marc - 2020

using a sample of 3,979 neonates which represents over 84,846 observations (infant/days).We use a semiparametric panel data …

Persistent link: https://www.econbiz.de/10012838501

Discovering What Mattered : Answering Reverse Causal Questions by Detecting Unknown Treatment Assignment and Timing as Breaks in Panel Models

Pretis, Felix; Schwarz, Moritz - 2022

breaks in fixed effects panel models. We show that conventional treatment evaluation of known interventions in a two …-way fixed effects panel (often interpreted as difference-in-differences) is equivalent to allowing for heterogeneous structural … panel models can be readily implemented using our open-source R-package `gets' with the `getspanel' update or using the …

Persistent link: https://www.econbiz.de/10013306974

Quantile Treatment Effects in Difference in Differences Models with Panel Data

Callaway, Brantly - 2019

Persistent link: https://www.econbiz.de/10012901429