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On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects. (1998). Hahn, Jinyong.
In: Econometrica.
RePEc:ecm:emetrp:v:66:y:1998:i:2:p:315-332.

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  104. Adjusting for Confounding with Text Matching. (2020). Nielsen, Richard A ; Stewart, Brandon M ; Roberts, Margaret E.
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  105. Efficient GMM Estimation with Incomplete Data. (2020). Muris, Chris.
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  106. Robust estimation and inference for general varying coefficient models with missing observations. (2020). Bravo, Francesco.
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  107. Entropy Balancing for Continuous Treatments. (2020). Tubbicke, Stefan.
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  108. Testing Unconfoundedness Assumption Using Auxiliary Variables. (2020). Fang, Ying ; Cai, Zongwu ; Tang, Shengfang ; Lin, Ming.
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  109. Propensity Score Weighting with Mismeasured Covariates: An Application to Two Financial Literacy Interventions. (2020). Millimet, Daniel L ; Dong, Hao.
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  110. Causal inference in case-control studies. (2020). Lee, Sokbae ; Jun, Sung Jae.
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  111. Causal mediation analysis with double machine learning. (2020). Huber, Martin ; Farbmacher, Helmut ; Spindler, Martin ; Langen, Henrika.
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  112. Doubly robust difference-in-differences estimators. (2020). Sant'Anna, Pedro ; Zhao, Jun.
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  113. Explaining the gender gaps in mathematics achievement and attitudes: The role of societal gender equality. (2020). Neumeier, Christian ; Gevrek, Deniz.
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  114. Instrumental variable methods using dynamic interventions. (2020). Kennedy, Edward H ; Mauro, Jacqueline A ; Nagin, Daniel.
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  115. Doubly weighted M-estimation for nonrandom assignment and missing outcomes. (2020). Negi, Akanksha.
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  116. Causal Inference for Spatial Treatments. (2020). Pollmann, Michael.
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  117. Deep Learning for Individual Heterogeneity. (2020). Misra, Sanjog ; Liang, Tengyuan ; Farrell, Max H.
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  118. Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning. (2020). Gretton, Arthur ; Xu, Liyuan ; Singh, Rahul.
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  119. The Mode Treatment Effect. (2020). Chang, Neng-Chieh.
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  120. Efficient Covariate Balancing for the Local Average Treatment Effect. (2020). Heiler, Phillip.
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  121. Robust Causal Inference Under Covariate Shift via Worst-Case Subpopulation Treatment Effects. (2020). Namkoong, Hongseok ; Jeong, Sookyo.
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  122. Identification and Formal Privacy Guarantees. (2020). Nekipelov, Denis ; Komarova, Tatiana.
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  123. Fair Policy Targeting. (2020). Bradic, Jelena ; Viviano, Davide.
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  124. Bootstrap Inference for Quantile Treatment Effects in Randomized Experiments with Matched Pairs. (2020). Zhang, Yichong ; Liu, Xiaobin ; Jiang, Liang.
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  125. Causal Inference in Case-Control Studies. (2020). Lee, Sokbae ; Jun, Sung Jae.
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  126. Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments. (2020). Lee, Ying-Ying ; Colangelo, Kyle.
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  127. Causal mediation analysis with double machine learning. (2020). Farbmacher, Helmut ; Spindler, Martin ; Langen, Henrika ; Huber, Martin.
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  128. Efficient Policy Learning from Surrogate-Loss Classification Reductions. (2020). Kallus, Nathan ; Bennett, Andrew .
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  129. Generalized Local IV with Unordered Multiple Treatment Levels: Identification, Efficient Estimation, and Testable Implication. (2020). Xie, Haitian.
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  130. Entropy Balancing for Continuous Treatments. (2020). Tübbicke, Stefan ; Tubbicke, Stefan.
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  131. An analysis of selected labor market outcomes of college dropouts in Germany: A machine learning estimation approach. Research report. (2019). Pfeiffer, Friedhelm ; Heigle, Julia.
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  132. Estimating and Decomposing Conditional Average Treatment Effects: The Smoking Ban in England. (2019). Robson, Matthew ; Cookson, R ; Doran, T.
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  133. Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection. (2019). Słoczyński, Tymon ; Advani, Arun ; Soczyski, Tymon ; Kitagawa, Toru.
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  134. Mostly harmless simulations? Using Monte Carlo studies for estimator selection. (2019). Słoczyński, Tymon ; Advani, Arun ; Soczyski, Tymon ; Kitagawa, Toru.
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  135. An Empirical Model of Dyadic Link Formation in a Network with Unobserved Heterogeneity. (2019). Dzemski, Andreas.
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    RePEc:tpr:restat:v:101:y:2019:i:5:p:763-776.

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  136. Improved precision in the analysis of randomized trials with survival outcomes, without assuming proportional hazards. (2019). Rosenblum, Michael ; Hanley, Daniel F ; Colantuoni, Elizabeth ; Diaz, Ivan.
    In: Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data.
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  137. Testing Unconfoundedness Assumption Using Auxiliary Variables. (2019). Tang, Shengfang ; Lin, Ming ; Fang, Ying ; Cai, Zongwu.
    In: WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS.
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  138. Statistical Analysis and Evaluation of Macroeconomic Policies: A Selective Review. (2019). Lin, Ming ; Fang, Ying ; Cai, Zongwu ; Liu, Zeqin.
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  139. Double debiased machine learning nonparametric inference with continuous treatments. (2019). Lee, Ying-Ying ; Colangelo, Kyle.
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  140. A Unified Framework for Efficient Estimation of General Treatment Models. (2019). Motegi, Kaiji ; Zhang, Zheng ; Linton, Oliver ; Ai, Chunrong.
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    RePEc:ifs:cemmap:64/19.

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  141. Double debiased machine learning nonparametric inference with continuous treatments. (2019). Lee, Ying-Ying ; Colangelo, Kyle.
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  142. Efficiency of Average Treatment Effect Estimation When the True Propensity Is Parametric. (2019). Il, Kyoo.
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  143. Non-separable models with high-dimensional data. (2019). Su, Liangjun ; Ura, Takuya ; Zhang, Yichong.
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  144. Three-stage semi-parametric inference: Control variables and differentiability. (2019). Ridder, Geert ; Hahn, Jinyong.
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  145. Specification tests for the propensity score. (2019). Song, Xiaojun.
    In: Journal of Econometrics.
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  146. Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection. (2019). Słoczyński, Tymon ; Advani, Arun ; Kitagawa, Toru.
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  147. Regression Adjustments for Estimating the Global Treatment Effect in Experiments with Interference. (2019). Alex, Chin.
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  148. A Falsifiability Characterization of Double Robustness Through Logical Operators. (2019). Constantine, Frangakis.
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  149. A regression discontinuity design for categorical ordered running variables with an application to central bank purchases of corporate bonds. (2019). Silvestrini, Andrea ; Mäkinen, Taneli ; Mercatanti, Andrea ; Makinen, Taneli ; Li, Fan.
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  150. Large Dimensional Latent Factor Modeling with Missing Observations and Applications to Causal Inference. (2019). Pelger, Markus ; Xiong, Ruoxuan.
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  151. An introduction to flexible methods for policy evaluation. (2019). Huber, Martin.
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  152. Nonparametric estimation of causal heterogeneity under high-dimensional confounding. (2019). Lechner, Michael ; Zimmert, Michael.
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  153. Estimation of Conditional Average Treatment Effects with High-Dimensional Data. (2019). Lieli, Robert ; Zhang, Yichong ; Hsu, Yu-Chin ; Fan, Qingliang.
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  154. Sparsity Double Robust Inference of Average Treatment Effects. (2019). Zhu, Yinchu ; Wager, Stefan ; Bradic, Jelena.
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  155. Deep Neural Networks for Estimation and Inference. (2019). Misra, Sanjog ; Liang, Tengyuan ; Farrell, Max H.
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  156. Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection. (2019). Advani, Arun ; Sloczy, Tymon ; Kitagawa, Toru.
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  157. Efficient Difference-in-Differences Estimation with High-Dimensional Common Trend Confounding. (2019). Zimmert, Michael.
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  158. A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Students Skills. (2019). Knaus, Michael.
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  159. Efficient Policy Learning. (2019). Athey, Susan ; Wager, Stefan.
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  160. Specification Tests for the Propensity Score. (2019). Sant'Anna, Pedro ; Song, Xiaojung.
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  161. The Identification Zoo: Meanings of Identification in Econometrics. (2019). Lewbel, Arthur.
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  162. Generalized Method of Moments Estimators for Multiple Treatment Effects Using Observational Data from Complex Surveys. (2018). Yan, Jiang ; Joseph, Price Michael ; Cindy, YU ; Bin, Liu .
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  163. OLS and 2SLS in Randomized and Conditionally Randomized Experiments. (2018). Li, Jessie ; Han, Hong ; Jason, Ansel.
    In: Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik).
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  164. Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies. (2018). Słoczyński, Tymon ; Advani, Arun ; Sloczynski, Tymon ; Kitagawa, Toru.
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  165. A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Students Skills. (2018). Knaus, Michael.
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  166. Explaining the Gender Test Score Gap in Mathematics: The Role of Gender Inequality. (2018). Gevrek, Deniz ; Neumeier, Christian.
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  167. Mostly harmless simulations? On the internal validity of empirical Monte Carlo studies. (2018). Słoczyński, Tymon ; Advani, Arun ; Sloczynski, Tymon ; Kitagawa, Toru.
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  168. Simultaneous inference for Best Linear Predictor of the Conditional Average Treatment Effect and other structural functions. (2018). Chernozhukov, Victor ; Semenova, Vira.
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  169. Asymmetric information and heterogeneous effects of R&D subsidies: evidence on R&D investment and employment of R&D personel. (2018). Ugur, Mehmet ; Trushin, Eshref.
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  170. Evaluating the Impact of an Active Labour Market Policy on Employment: Short- and Long-Term Perspectives. (2018). Espinoza, Nereyda ; Sanchez-Braza, Antonio ; Cansino, Jose M.
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  171. Earnings, savings, and job satisfaction in a labor-intensive export sector: Evidence from the cut flower industry in Ethiopia. (2018). Suzuki, Aya ; MANO, Yukichi ; Abebe, Girum.
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  172. Quantile continuous treatment effects. (2018). Montes-Rojas, Gabriel ; Galvao, Antonio F ; Alejo, Javier.
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  173. Efficient propensity score regression estimators of multivalued treatment effects for the treated. (2018). Lee, Ying-Ying.
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  174. Measuring model misspecification: Application to propensity score methods with complex survey data. (2018). Lenis, David ; Stuart, Elizabeth A ; Ackerman, Benjamin.
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  175. Semiparametric double robust and efficient estimation for mean functionals with response missing at random. (2018). Guo, XU ; Zhu, Lixing ; Xu, Wangli ; Fang, Yun .
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  176. Efficient Counterfactual Learning from Bandit Feedback. (2018). Yasui, Shota ; Yata, Kohei ; Narita, Yusuke.
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  177. Information theoretic approach to high dimensional multiplicative models: Stochastic discount factor and treatment effect. (2018). Otsu, Taisuke ; Qiu, Chen .
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  178. Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies. (2018). Słoczyński, Tymon ; Advani, Arun ; Sloczynski, Tymon ; Kitagawa, Toru.
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  179. Propensity Score Weighting for Causal Inference with Clustered Data. (2018). Shu, Yang.
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  180. Matching and Inverse Propensity Weighting Estimates of the Union Wage Premium: Evidence from Canada, 1997–2014. (2018). Campolieti, Michele.
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  181. An alternative robust estimator of average treatment effect in causal inference. (2018). Liu, Jianxuan ; Wang, Lan ; Ma, Yanyuan.
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  182. Semiparametrically efficient estimation of the average linear regression function. (2018). Pinto, Cristine ; Graham, Bryan ; de Xavier, Cristine Campos.
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  183. A Unified Framework for Efficient Estimation of General Treatment Models. (2018). Motegi, Kaiji ; LINTON, OLIVER ; Zhang, Zheng ; Ai, Chunrong.
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  184. The Finite Sample Performance of Treatment Effects Estimators based on the Lasso. (2018). Zimmert, Michael.
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  185. Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness. (2018). Koles, Michal ; Armstrong, Timothy B.
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  186. Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations. (2018). Farrell, Max H.
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  187. Casual Inference using Generalized Empirical Likelihood Methods. (2017). Chausse, Pierre ; Luta, George .
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  188. Imputation Based Treatment Effect Estimators. (2017). Kenfac, P B ; Kamga, I R ; Mwita, P N.
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  189. Joint sufficient dimension reduction and estimation of conditional and average treatment effects. (2017). Huang, Ming-Yueh ; Gary, Kwun Chuen.
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  190. Weighting for External Validity. (2017). Oster, Emily ; Andrews, Isaiah.
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  191. Double/Debiased Machine Learning for Treatment and Structural Parameters. (2017). Newey, Whitney ; Hansen, Christian ; Duflo, Esther ; Chernozhukov, Victor ; Robins, James ; Demirer, Mert ; Chetverikov, Denis.
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  192. Can Efficient Provision of Business Development Services Bring Better Results for SMEs?: Evidence from a Networking Project in Thailand. (2017). Suzuki, Aya ; Igei, Kengo .
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  193. Double/debiased machine learning for treatment and structural parameters. (2017). Chernozhukov, Victor ; Robins, James ; Newey, Whitney K ; Hansen, Christian ; Duflo, Esther ; Demirer, Mert ; Chetverikov, Denis.
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  194. Earnings, Savings, and Job Satisfaction in a Labor-intensive Export Sector: Evidence from the Cut Flower Industry in Ethiopia. (2017). Suzuki, Aya ; MANO, Yukichi ; Abebe, Girum.
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  195. Hedonic evaluation of the SRI label of mutual funds using matching methodology. (2017). Bilbao-Terol, Amelia ; Caal-Fernandez, Veronica ; Alvarez-Otero, Susana .
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  196. Partial identification of functionals of the joint distribution of “potential outcomes”. (2017). Fan, Yanqin ; Zhu, Dongming ; Guerre, Emmanuel .
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  197. The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation. (2017). Huber, Martin ; Wiesenfarth, Manuel ; Frolich, Markus.
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  198. Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation. (2017). Pathak, Parag ; Angrist, Joshua ; Narita, Yusuke ; Abdulkadiroglu, Atila.
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  199. Do debit cards decrease cash demand?: causal inference and sensitivity analysis using principal stratification. (2017). Mercatanti, Andrea ; Li, Fan.
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  200. Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges. (2017). Athey, Susan ; Wager, Stefan ; Pham, Thai ; Imbens, Guido.
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  201. Double/Debiased Machine Learning for Treatment and Causal Parameters. (2017). Chernozhukov, Victor ; Robins, James ; Newey, Whitney ; Hansen, Christian ; Duflo, Esther ; Demirer, Mert ; Chetverikov, Denis.
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  202. Semiparametric estimation with generated covariates. (2016). Schienle, Melanie ; Rothe, Christoph ; Mammen, Enno.
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  203. The finite sample performance of inference methods for propensity score matching and weighting estimators. (2016). Lechner, Michael ; Huber, Martin ; Camponovo, Lorenzo ; Bodory, Hugo.
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  204. Efficient Estimation of Data Combination Models by the Method of Auxiliary-to-Study Tilting (AST). (2016). Pinto, Cristine ; Graham, Bryan ; Egel, Daniel ; de Xavier, Cristine Campos.
    In: Journal of Business & Economic Statistics.
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  205. Empirical Likelihood in Causal Inference. (2016). Zhang, Biao.
    In: Econometric Reviews.
    RePEc:taf:emetrv:v:35:y:2016:i:2:p:201-231.

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  206. An Introduction to Alternative Methods in Program Impact Evaluation. (2016). .
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    RePEc:ksp:journ3:v:3:y:2016:i:3:p:349-375.

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  207. Floodplain Price Impacts by Property Type in Boulder County, Colorado: Condominiums Versus Standalone Properties. (2016). Meldrum, James.
    In: Environmental & Resource Economics.
    RePEc:kap:enreec:v:64:y:2016:i:4:d:10.1007_s10640-015-9897-x.

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  208. The Value of Knowing the Propensity Score for Estimating Average Treatment Effects. (2016). Rothe, Christoph.
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  209. Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation. (2016). Pathak, Parag ; Angrist, Joshua ; Abdulkadirolu, Atila ; Narita, Yusuke.
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  210. Double machine learning for treatment and causal parameters. (2016). Chernozhukov, Victor ; Newey, Whitney K ; Hansen, Christian ; Duflo, Esther ; Demirer, Mert ; Chetverikov, Denis.
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  211. Identification and efficiency bounds for the average match function under conditionally exogenous matching. (2016). Imbens, Guido ; Graham, Bryan ; Ridder, Geert.
    In: CeMMAP working papers.
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  212. Effects of agricultural mechanization on smallholders and their self-selection into farming: An insight from the Nepal Terai. (2016). Takeshima, Hiroyuki ; Kumar, Anjani ; Karkee, Madhab ; Kaphle, Basu Dev ; Shrestha, Rudra Bahadur ; Pokhrel, Suroj .
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  213. Model averaging in semiparametric estimation of treatment effects. (2016). Kitagawa, Toru ; Muris, Chris.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:193:y:2016:i:1:p:271-289.

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  214. A simple and successful shrinkage method for weighting estimators of treatment effects. (2016). Pohlmeier, Winfried.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:100:y:2016:i:c:p:512-525.

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  215. Variable Selection for Confounder Control, Flexible Modeling and Collaborative Targeted Minimum Loss-Based Estimation in Causal Inference. (2016). Mireille, Schnitzer ; Susan, Gruber ; Judith, Lok .
    In: The International Journal of Biostatistics.
    RePEc:bpj:ijbist:v:12:y:2016:i:1:p:97-115:n:9.

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  216. Globally efficient non-parametric inference of average treatment effects by empirical balancing calibration weighting. (2016). Gary, Kwun Chuen ; Phillip, Sheung Chi ; Zhang, Zheng.
    In: Journal of the Royal Statistical Society Series B.
    RePEc:bla:jorssb:v:78:y:2016:i:3:p:673-700.

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  217. Propensity score matching and subclassification in observational studies with multi-level treatments. (2016). Yang, Shu ; Kadziola, Zbigniew ; Faries, Douglas E ; Cui, Zhanglin ; Imbens, Guido W.
    In: Biometrics.
    RePEc:bla:biomet:v:72:y:2016:i:4:p:1055-1065.

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  218. The State of Applied Econometrics - Causality and Policy Evaluation. (2016). Athey, Susan ; Imbens, Guido.
    In: Papers.
    RePEc:arx:papers:1607.00699.

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  219. Program Evaluation with Right-Censored Data. (2016). Sant'Anna, Pedro.
    In: Papers.
    RePEc:arx:papers:1604.02642.

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  220. Matching Methods in Practice: Three Examples. (2015). Imbens, Guido.
    In: Journal of Human Resources.
    RePEc:uwp:jhriss:v:50:y:2015:i:2:p:373-419.

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  221. The Supplemental Nutrition Assistance Program and Childhood Obesity in the United States: Evidence from the National Longitudinal Survey of Youth 1997. (2015). Fan, Maoyong ; Jin, Yanhong.
    In: American Journal of Health Economics.
    RePEc:tpr:amjhec:v:1:y:2015:i:4:p:432-460.

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  222. A Covariate Selection Criterion for Estimation of Treatment Effects. (2015). Lu, Xun.
    In: Journal of Business & Economic Statistics.
    RePEc:taf:jnlbes:v:33:y:2015:i:4:p:506-522.

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  223. Estimating Conditional Average Treatment Effects. (2015). Lieli, Robert ; Hsu, Yu-Chin ; Abrevaya, Jason.
    In: Journal of Business & Economic Statistics.
    RePEc:taf:jnlbes:v:33:y:2015:i:4:p:485-505.

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  224. Comment. (2015). Chernozhukov, Victor ; Belloni, Alexandre.
    In: Journal of the American Statistical Association.
    RePEc:taf:jnlasa:v:110:y:2015:i:512:p:1449-1451.

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  225. Efficient propensity score regression estimators of multi-valued treatment effects for the treated. (2015). LEE, YING-YING.
    In: Economics Series Working Papers.
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  226. The Fatal Consequences of Grief. (2015). Schmidpeter, Bernhard.
    In: Economics working papers.
    RePEc:jku:econwp:2015_06.

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  227. The Fatal Consequences of Grief. (2015). Schmidpeter, Bernhard.
    In: CDL Aging, Health, Labor working papers.
    RePEc:jku:cdlwps:wp1507.

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  228. The Fatal Consequences of Grief. (2015). Schmidpeter, Bernhard.
    In: CDL Aging, Health, Labor working papers.
    RePEc:jku:cdlwps:2015_07.

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  229. The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation. (2015). Huber, Martin ; Frölich, Markus ; Wiesenfarth, Manuel ; Frolich, Markus.
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  230. Model averaging in semiparametric estimation of treatment effects. (2015). Muris, Chris ; Kitagawa, Toru.
    In: CeMMAP working papers.
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  231. The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation. (2015). Huber, Martin ; Frölich, Markus ; Wiesenfarth, Manuel ; Frolich, Markus.
    In: FSES Working Papers.
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  232. The Sloping Land Conversion Program in China: Effect on the Livelihood Diversification of Rural Households. (2015). Liu, Zhen ; Lan, Jing.
    In: World Development.
    RePEc:eee:wdevel:v:70:y:2015:i:c:p:147-161.

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  233. Robust inference on average treatment effects with possibly more covariates than observations. (2015). Farrell, Max H.
    In: Journal of Econometrics.
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  234. Analysis of the bias of Matching and Difference-in-Difference under alternative earnings and selection processes. (2015). Chabé-Ferret, Sylvain ; Chabe-Ferret, Sylvain.
    In: Journal of Econometrics.
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  235. Experimental and Non-Experimental Methods in Development Economics: A Porous Dialectic. (2015). Dehejia, Rajeev ; Rajeev, Dehejia .
    In: Journal of Globalization and Development.
    RePEc:bpj:globdv:v:6:y:2015:i:1:p:47-69:n:1.

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  236. Balancing Score Adjusted Targeted Minimum Loss-based Estimation. (2015). David, Lendle Samuel ; Bruce, Fireman ; Laan, Van Der.
    In: Journal of Causal Inference.
    RePEc:bpj:causin:v:3:y:2015:i:2:p:139-155:n:1.

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  237. To match, not to matchm how to match: Estimating the farm-level impact of the 2005 CAP-first pillar reform. (2015). Esposti, Roberto.
    In: 2015 Conference, August 9-14, 2015, Milan, Italy.
    RePEc:ags:iaae15:211625.

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  238. The effect of vocational rehabilitation on the employment outcomes of disability insurance beneficiaries: new evidence from Canada. (2014). Smith, Jeffrey ; Gunderson, Morley ; Campolieti, Michele.
    In: IZA Journal of Labor Policy.
    RePEc:spr:izalpo:v:3:y:2014:i:1:p:1-29:10.1186/2193-9004-3-10.

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  239. Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models. (2014). LEE, YING-YING.
    In: Economics Series Working Papers.
    RePEc:oxf:wpaper:706.

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  240. Matching Methods in Practice: Three Examples. (2014). Imbens, Guido.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:19959.

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  241. Testing for Selection Bias. (2014). Joo, Joonhwi ; LaLonde, Robert J..
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp8455.

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  242. Matching Methods in Practice: Three Examples. (2014). Imbens, Guido.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp8049.

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  243. Semiparametric Estimation with Generated Covariates. (2014). Rothe, Christoph ; Schienle, Melanie ; Mammen, Enno.
    In: SFB 649 Discussion Papers.
    RePEc:hum:wpaper:sfb649dp2014-043.

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  244. Semiparametric decomposition of the gender achievement gap: An application for Turkey. (2014). Gevrek, Eylem Z. ; Seiberlich, Ruben R..
    In: Labour Economics.
    RePEc:eee:labeco:v:31:y:2014:i:c:p:27-44.

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  245. The performance of non-experimental designs in the evaluation of environmental programs: A design-replication study using a large-scale randomized experiment as a benchmark. (2014). Miranda, Juan Jose ; Ferraro, Paul.
    In: Journal of Economic Behavior & Organization.
    RePEc:eee:jeborg:v:107:y:2014:i:pa:p:344-365.

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  246. Evaluation of property tax bonus to promote solar thermal systems in Andalusia (Spain). (2014). Pablo-Romero, Maria ; Sanchez-Braza, Antonio ; Pablo-Romero, Maria del P., .
    In: Energy Policy.
    RePEc:eee:enepol:v:67:y:2014:i:c:p:832-843.

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  247. Testing for separability in structural equations. (2014). White, Halbert ; Lu, Xun.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:182:y:2014:i:1:p:14-26.

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  248. Semiparametric models with single-index nuisance parameters. (2014). Song, Kyungchul.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:178:y:2014:i:p3:p:471-483.

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  249. To match, not to match, how to match: Estimating the farm-level impact of the CAP-first pillar reform (or: How to Apply Treatment-Effect Econometrics when the Real World is;a Mess). (2014). Esposti, Roberto.
    In: Working Papers.
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  250. Identification and Identification Failure for Treatment Effects Using Structural Systems. (2013). Chalak, Karim ; White, Halbert.
    In: Econometric Reviews.
    RePEc:taf:emetrv:v:32:y:2013:i:3:p:273-317.

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  251. Propensity score matching and variations on the balancing test. (2013). Lee, Wang-Sheng.
    In: Empirical Economics.
    RePEc:spr:empeco:v:44:y:2013:i:1:p:47-80.

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  252. Partially linear varying coefficient models with missing at random responses. (2013). Bravo, Francesco.
    In: Annals of the Institute of Statistical Mathematics.
    RePEc:spr:aistmt:v:65:y:2013:i:4:p:721-762.

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  253. Mann-Whitney Test with Adjustments to Pre-treatment Variables for Missing Values and Observational Study. (2013). Song Xi Chen, .
    In: MPRA Paper.
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  254. The impact of extension services on farming households in Western Kenya: A propensity score approach. (2013). Deschamps-Laporte, Jean-Philippe .
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    RePEc:hhs:oruesi:2013_005.

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  255. An economic evaluation of public programs for internationalization: The case of the Diagnostic program in Spain. (2013). Pablo-Romero, Maria ; Sanchez-Braza, Antonio ; Pablo-Romero, Maria del P., ; Cansino, Jose M. ; Lopez-Melendo, Jaime .
    In: Evaluation and Program Planning.
    RePEc:eee:epplan:v:41:y:2013:i:c:p:38-46.

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  256. The performance of estimators based on the propensity score. (2013). Wunsch, Conny ; Lechner, Michael ; Huber, Martin.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:175:y:2013:i:1:p:1-21.

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  257. Does Auditor Industry Specialization Improve Audit Quality?. (2013). Minuttimeza, Miguel.
    In: Journal of Accounting Research.
    RePEc:bla:joares:v:51:y:2013:i:4:p:779-817.

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  258. Identification and Efficient Estimation of the Natural Direct Effect among the Untreated. (2013). van der Laan, Mark J. ; Lendle, Samuel D. ; Subbaraman, Meenakshi S..
    In: Biometrics.
    RePEc:bla:biomet:v:69:y:2013:i:2:p:310-317.

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  259. Supplementary Appendix for Inference on Treatment Effects After Selection Amongst High-Dimensional Controls. (2013). Chernozhukov, Victor ; Hansen, Christian ; Belloni, Alexandre.
    In: Papers.
    RePEc:arx:papers:1305.6099.

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  260. Matching vs Differencing when Estimating Treatment Effects with Panel Data: the Example of the Effect of Job Training Programs on Earnings. (2012). Chabé-Ferret, Sylvain ; Chabe-Ferret, Sylvain.
    In: TSE Working Papers.
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  261. On the Effectiveness of Child Care Centers in Promoting Child Development in Ecuador. (2012). Rosero, Jose .
    In: Tinbergen Institute Discussion Papers.
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  262. Semiparametric Double Balancing Score Estimation for Incomplete Data With Ignorable Missingness. (2012). Follmann, Dean A. ; Hu, Zonghui ; Qin, Jing.
    In: Journal of the American Statistical Association.
    RePEc:taf:jnlasa:v:107:y:2012:i:497:p:247-257.

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  263. Combining Strategies for the Estimation of Treatment Effects. (2012). Firpo, Sergio ; de Carvalho, Rafael .
    In: Brazilian Review of Econometrics.
    RePEc:sbe:breart:v:32:y:2012:i:1:a:7290.

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  264. Selection of Control Variables in Propensity Score Matching: Evidence from a Simulation Study. (2012). Nguyen, Cuong.
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  265. Inference on treatment effects after selection amongst high-dimensional controls. (2012). Hansen, Christian ; Chernozhukov, Victor ; Belloni, Alexandre.
    In: CeMMAP working papers.
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  266. Efficient local IV estimation of an empirical auction model. (2012). Nekipelov, Denis ; Hong, Han.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:168:y:2012:i:1:p:60-69.

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  267. Partial Distributional Policy Effects. (2012). Rothe, Christoph.
    In: Econometrica.
    RePEc:ecm:emetrp:v:80:y:2012:i:5:p:2269-2301.

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  268. Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies. (2012). Hainmueller, Jens.
    In: Political Analysis.
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  269. Inference on Treatment Effects After Selection Amongst High-Dimensional Controls. (2012). Chernozhukov, Victor ; Hansen, Christian ; Belloni, Alexandre.
    In: Papers.
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  270. Evaluating the Impact of Health Programmes on Productivity. (2012). Thornton, Rebecca ; Keswell, Malcolm ; Burns, Justine.
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  271. Empirical Likelihood for Efficient Semiparametric Average Treatment Effects. (2011). Jacho-Chávez, David ; Bravo, Francesco ; Jacho-Chavez, David .
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  272. The effects at home of initiating production abroad: evidence from matched French firms. (2011). mayer, thierry ; Jean, Sebastien ; Hijzen, Alexander.
    In: Review of World Economics (Weltwirtschaftliches Archiv).
    RePEc:spr:weltar:v:147:y:2011:i:3:p:457-483.

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  273. An Evaluation of the Establishment of a Taxi Flat Rate from City to Airport. (2011). .
    In: Urban Studies.
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  274. Efficient Estimation of Data Combination Models by the Method of Auxiliary-to-Study Tilting (AST). (2011). Pinto, Cristine ; Graham, Bryan ; Cristine Campos de Xavier Pinto, ; Egel, Daniel .
    In: NBER Working Papers.
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  275. Beyond Cash: Assessing Externality and Behaviour Effects of Non-Experimental Cash Transfers. (2011). Veras Soares, Fabio ; Ribas, Rafael ; Teixeira, Clarissa ; Hirata, Guilherme ; Silva, Elydia .
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  276. Effectiveness of Public Training Programs Reducing the Time Needed to Find a Job/Eficacia de los programas públicos de formación en la reducción del tiempo necesario para encontrar un empleo. (2011). BRAZA, ANTONIO SNCHEZ ; CANSINO MUÑOZ-REPISO, JOSÉ MANUEL, .
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  277. The effects at home of initiating production abroad: evidence from matched French firms. (2011). mayer, thierry ; Jean, Sebastien ; Hijzen, Alexander.
    In: Post-Print.
    RePEc:hal:journl:hal-00680707.

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  278. The Overseas Subsidiary Activities and Their Impact on the Performance of Japanese Parent Firms. (2011). poncet, sandra ; Hering, Laura ; Kazuma, Edamura ; Tomohiko, Inui.
    In: Discussion papers.
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  279. Matching and semi-parametric IV estimation, a distance-based measure of migration, and the wages of young men. (2011). Li, Xianghong ; Ham, John ; Reagan, Patricia B..
    In: Journal of Econometrics.
    RePEc:eee:econom:v:161:y:2011:i:2:p:208-227.

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  280. A GMM interpretation of the paradox in the inverse probability weighting estimation of the average treatment effect on the treated. (2011). Kim, Beomsoo ; Han, Chirok.
    In: Economics Letters.
    RePEc:eee:ecolet:v:110:y:2011:i:2:p:163-165.

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  281. Distance functions for matching in small samples. (2011). Schmeißer, Christian ; Becker, C. ; Dettmann, E. ; Schmeier, C..
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:55:y:2011:i:5:p:1942-1960.

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  282. Empirical likelihood calibration estimation for the median treatment difference in observational studies. (2011). Lai, Peng ; Wang, Qihua.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:55:y:2011:i:4:p:1596-1609.

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  283. THE VALUE OF WATER AS AN URBAN CLUB GOOD: A MATCHING APPROACH TO HOA-PROVIDED LAKES. (2011). Klaiber, Henry ; Abbott, Joshua K..
    In: 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania.
    RePEc:ags:aaea11:103781.

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  284. Nonlinear Models of Measurement Errors. (2011). Nekipelov, Denis ; Chen, Xiaohong ; Hong, Han.
    In: Journal of Economic Literature.
    RePEc:aea:jeclit:v:49:y:2011:i:4:p:901-37.

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  285. Flexible Estimation of Treatment Effect Parameters. (2011). Chen, Xiaohong ; MacUrdy, Thomas ; Hong, Han.
    In: American Economic Review.
    RePEc:aea:aecrev:v:101:y:2011:i:3:p:544-51.

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  286. Robustness to Parametric Assumptions in Missing Data Models. (2011). Hirano, Keisuke ; Graham, Bryan.
    In: American Economic Review.
    RePEc:aea:aecrev:v:101:y:2011:i:3:p:538-43.

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  287. Is there a Superior Distance Function for Matching in Small Samples?. (2010). Schmeißer, Christian ; Dettmann, Eva ; Becker, Claudia .
    In: IWH Discussion Papers.
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  288. How to control for many covariates? Reliable estimators based on the propensity score. (2010). Wunsch, Conny ; Lechner, Michael ; Huber, Martin.
    In: University of St. Gallen Department of Economics working paper series 2010.
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  289. The Assumptions Underlying Evaluation Estimators. (2010). Heckman, James.
    In: Brazilian Review of Econometrics.
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  290. Program Evaluation and Research Designs. (2010). Lee, David S. ; Dinardo, John .
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  291. Program Evaluation and Research Designs. (2010). Lee, David S ; Dinardo, John .
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  292. ExtrapoLATE-ing: External Validity and Overidentification in the LATE Framework. (2010). Fernandez-Val, Ivan ; Angrist, Joshua.
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  293. Program Evaluation and Research Designs. (2010). DiNardo, John ; Lee, David S..
    In: NBER Working Papers.
    RePEc:nbr:nberwo:16016.

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  294. Identification and Estimation of Distributional Impacts of Interventions Using Changes in Inequality Measures. (2010). Firpo, Sergio.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp4841.

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  295. Public Programs to Promote Firms Exports in Developing Countries: Are There Heterogeneous Effects by Size Categories?. (2010). Volpe, Christian Martincus ; Garcia, Pablo M..
    In: IDB Publications (Working Papers).
    RePEc:idb:brikps:36764.

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  296. Efficient semiparametric estimation of multi-valued treatment effects under ignorability. (2010). Cattaneo, Matias.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:155:y:2010:i:2:p:138-154.

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  297. Partial Idendification of Wage Effects of Training Programs. (2010). Melly, Blaise ; Lechner, Michael.
    In: Working Papers.
    RePEc:bro:econwp:2010-8.

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  298. Comparing Approaches to Causal Inference for Longitudinal Data: Inverse Probability Weighting versus Propensity Scores. (2010). Ertefaie, Ashkan ; Stephens, David A..
    In: The International Journal of Biostatistics.
    RePEc:bpj:ijbist:v:6:y:2010:i:2:n:14.

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  299. An introduction to matching methods for causal inference and their implementation in Stata. (2010). Sianesi, Barbara.
    In: United Kingdom Stata Users' Group Meetings 2010.
    RePEc:boc:usug10:13.

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  300. Estimating Firm Size Elasticities of Product and Process R&D. (2010). Inkmann, Joachim.
    In: Economica.
    RePEc:bla:econom:v:77:y:2010:i:306:p:384-402.

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  301. .

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  302. Econometric Evaluation of Health Policies. (2009). Rice, Nigel ; Jones, Andrew ; Jones, A. M, .
    In: Health, Econometrics and Data Group (HEDG) Working Papers.
    RePEc:yor:hectdg:09/09.

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  303. Alternative Approaches to Evaluation in Empirical Microeconomics. (2009). Costa Dias, Monica ; Blundell, Richard.
    In: Journal of Human Resources.
    RePEc:uwp:jhriss:v:44:y:2009:i3:p565-640.

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  304. Partial identification of the distribution of treatment effects and its confidence sets. (2009). Park, Sang Soo ; Fan, Yanqin.
    In: MPRA Paper.
    RePEc:pra:mprapa:37148.

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  305. Efficient Estimation of Average Treatment Effects under Treatment-Based Sampling. (2009). Song, Kyungchul.
    In: PIER Working Paper Archive.
    RePEc:pen:papers:09-011.

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  306. A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples. (2009). Todd, Petra ; Heckman, James.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:15179.

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  307. Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data. (2009). Mitnik, Oscar ; Flores, Carlos A..
    In: Working Papers.
    RePEc:mia:wpaper:2010-10.

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  308. Evaluating the Impact of Health Programmes. (2009). Thornton, Rebecca ; Burns, Justine ; Kewsell, Malcolm .
    In: SALDRU Working Papers.
    RePEc:ldr:wpaper:40.

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  309. Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data. (2009). Mitnik, Oscar ; Flores, Carlos A..
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp4451.

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  310. A Note on Adapting Propensity Score Matching and Selection Models to Choice Based Samples. (2009). Todd, Petra ; Heckman, James.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp4304.

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  311. Identification and Estimation of Causal Mechanisms and Net Effects of a Treatment under Unconfoundedness. (2009). Flores-Lagunes, Alfonso.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp4237.

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  312. New Evidence on the Finite Sample Properties of Propensity Score Matching and Reweighting Estimators. (2009). DiNardo, John ; Busso, Matias ; McCrary, Justin .
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp3998.

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  313. Treatment effect estimation with covariate measurement error. (2009). Chesher, Andrew ; Battistin, Erich.
    In: CeMMAP working papers.
    RePEc:ifs:cemmap:25/09.

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  314. Linking Smallholders to the New Agricultural Economy: An Evaluation of the Plataformas Program in Ecuador. (2009). Winters, Paul ; González Flores, Mario ; Cavatassi, Romina ; Thiele, Graham ; Espinosa, Patricio ; Andrade-Piedra, Jorge .
    In: Working Papers.
    RePEc:fao:wpaper:0906.

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  315. Adaptive Experimental Design Using the Propensity Score. (2009). Karlan, Dean ; Hirano, Keisuke ; Hahn, Jinyong.
    In: Working Papers.
    RePEc:egc:wpaper:969.

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  316. GMM redundancy results for general missing data problems. (2009). Schmidt, Peter ; Prokhorov, Artem.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:151:y:2009:i:1:p:47-55.

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  317. A specification test for the propensity score using its distribution conditional on participation. (2009). Vytlacil, Edward ; Simonsen, Marianne ; Shaikh, Azeem ; Yildiz, Nese .
    In: Journal of Econometrics.
    RePEc:eee:econom:v:151:y:2009:i:1:p:33-46.

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  318. A note on the variance of average treatment effects estimators. (2009). Montes-Rojas, Gabriel.
    In: Economics Bulletin.
    RePEc:ebl:ecbull:eb-09-00525.

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  319. Nonparametric Tests of Conditional Treatment Effects. (2009). Whang, Yoon-Jae ; Lee, Sokbae (Simon).
    In: Cowles Foundation Discussion Papers.
    RePEc:cwl:cwldpp:1740.

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  320. Empirical Likelihood Confidence Intervals for Response Mean with Data Missing at Random. (2009). Xue, Liugen .
    In: Scandinavian Journal of Statistics.
    RePEc:bla:scjsta:v:36:y:2009:i:4:p:671-685.

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  321. Adaptive Experimental Design Using the Propensity Score. (2009). Hirano, Keisuke ; Hahn, Jinyong ; Karlan, Dean S.
    In: Center Discussion Papers.
    RePEc:ags:yaleeg:47107.

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  322. Recent Developments in the Econometrics of Program Evaluation. (2009). Wooldridge, Jeffrey ; Imbens, Guido.
    In: Journal of Economic Literature.
    RePEc:aea:jeclit:v:47:y:2009:i:1:p:5-86.

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  323. Adaptive Experimental Design Using the Propensity Score. (2008). Karlan, Dean ; Hirano, Keisuke ; Hahn, Jinyong.
    In: MPRA Paper.
    RePEc:pra:mprapa:8315.

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  324. Efficiency bounds for missing data models with semiparametric restrictions. (2008). Graham, Bryan.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:14376.

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  325. Recent Developments in the Econometrics of Program Evaluation. (2008). Wooldridge, Jeffrey ; Imbens, Guido.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:14251.

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  326. Inverse Probability Tilting for Moment Condition Models with Missing Data. (2008). Pinto, Cristine ; Graham, Bryan ; Cristine Campos de Xavier Pinto, ; Egel, Daniel .
    In: NBER Working Papers.
    RePEc:nbr:nberwo:13981.

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  327. WHO BENEFITS FROM MICROFINANCE? THE IMPACT EVALUATION OF LARGE SCALE PROGRAMS IN BANGLADESH. (2008). Islam, Asadul ; Asadul Islam Author-X-Name-Asadul, .
    In: Monash Economics Working Papers.
    RePEc:mos:moswps:2008-29.

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  328. Semiparametric Efficiency in GMM Models of Nonclassical Measurement Errors, Missing Data and Treatment Effects. (2008). Tarozzi, Alessandro ; Hong, Han ; Chen, Xiaohong.
    In: Working Papers.
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  329. A PUZZLING PHENOMENON IN SEMIPARAMETRIC ESTIMATION PROBLEMS WITH INFINITE-DIMENSIONAL NUISANCE PARAMETERS. (2008). Okui, Ryo ; Nishiyama, Yoshihiko ; Hitomi, Kohtaro.
    In: Econometric Theory.
    RePEc:cup:etheor:v:24:y:2008:i:06:p:1717-1728_08.

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  330. GMM Redundancy Results for General Missing Data Problems. (2008). Schmidt, Peter ; Prokhorov, Artem.
    In: Working Papers.
    RePEc:crd:wpaper:08003.

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  331. Identifying Structural Effects in Nonseparable Systems Using Covariates. (2008). White, Halbert ; Chalak, Karim.
    In: Boston College Working Papers in Economics.
    RePEc:boc:bocoec:734.

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  332. SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING. (2008). Caliendo, Marco ; Kopeinig, Sabine.
    In: Journal of Economic Surveys.
    RePEc:bla:jecsur:v:22:y:2008:i:1:p:31-72.

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  333. The Principles Underlying Evaluation Estimators with an Application to Matching. (2008). Heckman, James.
    In: Annals of Economics and Statistics.
    RePEc:adr:anecst:y:2008:i:91-92:p:9-73.

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  334. On the inefficiency of propensity score matching. (2007). Frölich, Markus ; Frolich, Markus.
    In: AStA Advances in Statistical Analysis.
    RePEc:spr:alstar:v:91:y:2007:i:3:p:279-290.

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  335. Decomposition of the Gender Wage Gap Using Matching: An Application for Switzerland. (2007). Radyakin, Sergiy ; Djurdjevic, Dragana.
    In: Swiss Journal of Economics and Statistics (SJES).
    RePEc:ses:arsjes:2007-iv-1.

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  336. Testing Conditional Independence via Rosenblatt Transforms. (2007). Song, Kyungchul.
    In: PIER Working Paper Archive.
    RePEc:pen:papers:07-026.

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  337. Dealing with Limited Overlap in Estimation of Average Treatment Effects. (2007). Mitnik, Oscar ; Imbens, Guido ; Hotz, V. Joseph ; Crump, Richard.
    In: Working Papers.
    RePEc:mia:wpaper:0716.

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  338. Assessing the performance of matching algorithms when selection into treatment is strong. (2007). Kluve, Jochen ; Augurzky, Boris.
    In: Journal of Applied Econometrics.
    RePEc:jae:japmet:v:22:y:2007:i:3:p:533-557.

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  339. Endogenous selection or treatment model estimation. (2007). Lewbel, Arthur.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:141:y:2007:i:2:p:777-806.

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  340. Nonparametric IV estimation of local average treatment effects with covariates. (2007). Frölich, Markus ; Frolich, Markus.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:139:y:2007:i:1:p:35-75.

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  341. Large Sample Sieve Estimation of Semi-Nonparametric Models. (2007). Chen, Xiaohong.
    In: Handbook of Econometrics.
    RePEc:eee:ecochp:6b-76.

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  342. Endogenous Selection Or Treatment Model Estimation. (2007). Lewbel, Arthur.
    In: Boston College Working Papers in Economics.
    RePEc:boc:bocoec:462.

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  343. Matching Estimators of Causal Effects. (2006). .
    In: Sociological Methods & Research.
    RePEc:sae:somere:v:35:y:2006:i:1:p:3-60.

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  344. Nonparametric Econometrics: Theory and Practice. (2006). Racine, Jeffrey Scott ; Li, QI.
    In: Economics Books.
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  345. Mismatch in Law School. (2006). Rothstein, Jesse ; Yoon, Albert .
    In: Working Papers.
    RePEc:pri:edures:16a.

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  346. An Introduction to Alternative Methods in Program Impact Evaluation. (2006). Nguyen, Cuong.
    In: MPRA Paper.
    RePEc:pra:mprapa:24900.

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  347. Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand. (2006). Mitnik, Oscar ; Imbens, Guido ; Hotz, V. Joseph ; Crump, Richard.
    In: NBER Technical Working Papers.
    RePEc:nbr:nberte:0330.

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  348. Nonparametric Tests for Treatment Effect Heterogeneity. (2006). Mitnik, Oscar ; Imbens, Guido ; Hotz, V. Joseph ; Crump, Richard.
    In: NBER Technical Working Papers.
    RePEc:nbr:nberte:0324.

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  349. Moving the Goalposts: Addressing Limited Overlap in Estimation of Average Treatment Effects by Changing the Estimand. (2006). Mitnik, Oscar ; Imbens, Guido ; Hotz, V. Joseph ; Crump, Richard.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp2347.

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  350. Nonparametric Tests for Treatment Effect Heterogeneity. (2006). Mitnik, Oscar ; Imbens, Guido ; Hotz, V. Joseph ; Crump, Richard.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp2091.

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  351. On the Specification of Propensity Scores: with an Application to the WTO-Environment Debate. (2006). Tchernis, Rusty ; Millimet, Daniel.
    In: Caepr Working Papers.
    RePEc:inu:caeprp:2006013.

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  352. Time-series estimation of the effects of natural experiments. (2006). White, Halbert.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:135:y:2006:i:1-2:p:527-566.

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  353. Propensity score matching strategies for evaluating substance abuse services for child welfare clients. (2006). Gibbons, Claire ; Guo, Shenyang ; Barth, Richard P..
    In: Children and Youth Services Review.
    RePEc:eee:cysrev:v:28:y:2006:i:4:p:357-383.

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  354. Estimation of Average Treatment Effects With Misclassification. (2006). Lewbel, Arthur.
    In: Boston College Working Papers in Economics.
    RePEc:boc:bocoec:556.

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  355. Decomposition of the gender wage gap using matching: an application for Switzerland. (2005). Djurdjevic, Dragana ; Radyakin, Sergiy .
    In: Darmstadt Discussion Papers in Economics.
    RePEc:zbw:darddp:dar_36794.

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  356. Inverse Probability Weighted Generalised Empirical Likelihood Estimators : Firm Size and R&D Revisited. (2005). Inkmann, Joachim.
    In: Other publications TiSEM.
    RePEc:tiu:tiutis:c39cff1f-16c1-4446-a83f-cb85af2de955.

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  357. Inverse Probability Weighted Generalised Empirical Likelihood Estimators : Firm Size and R&D Revisited. (2005). Inkmann, Joachim.
    In: Discussion Paper.
    RePEc:tiu:tiucen:c39cff1f-16c1-4446-a83f-cb85af2de955.

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  358. Sensitivity of Propensity Score Methods to the Specifications. (2005). Zhao, Zhong.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp1873.

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  359. Peer Effects and Textbooks in Primary Education: Evidence from Francophone Sub-Saharan Africa. (2005). Michaelowa, Katharina ; Frölich, Markus.
    In: IZA Discussion Papers.
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  360. Ill-conditioned problems, Fisher information and weak instruments. (2005). Hillier, Grant ; Forchini, Giovanni ; Wooldridge, Jeffrey M..
    In: CeMMAP working papers.
    RePEc:ifs:cemmap:04/05.

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  361. Propensity score matching, a distance-based measure of migration, and the wage growth of young men. (2005). Li, Xianghong ; Ham, John ; Reagan, Patricia B..
    In: Staff Reports.
    RePEc:fip:fednsr:212.

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  362. Does matching overcome LaLondes critique of nonexperimental estimators?. (2005). Todd, Petra ; Smith, Jeffrey.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:125:y:2005:i:1-2:p:305-353.

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  363. Predicting the efficacy of future training programs using past experiences at other locations. (2005). Mortimer, Julie ; Imbens, Guido ; Hotz, V. Joseph.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:125:y:2005:i:1-2:p:241-270.

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  364. Decomposition of the Gender Wage Gap Using Matching: an Application for Switzerland. (2005). Radyakin, Sergiy ; Djurdjevic, Dragana .
    In: Publications of Darmstadt Technical University, Institute for Business Studies (BWL).
    RePEc:dar:wpaper:36794.

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  365. Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men. (2004). Li, Xianghong ; Ham, John ; Reagan, Patricia B..
    In: Working Papers.
    RePEc:yca:wpaper:2004_3.

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  366. Sequential Matching Estimation of Dynamic Causal Models. (2004). Lechner, Michael.
    In: University of St. Gallen Department of Economics working paper series 2004.
    RePEc:usg:dp2004:2004-06.

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  367. Assessing the Performance of Matching Algorithms When Selection into Treatment Is Strong. (2004). Kluve, Jochen ; Augurzky, Boris.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp1301.

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  368. Sequential Matching Estimation of Dynamic Causal Models. (2004). Lechner, Michael.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp1042.

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  369. Evaluación microeconométrica de las políticas públicas de empleo: aspectos metodológicos. (2004). Duran, Christian.
    In: Hacienda Pública Española.
    RePEc:hpe:journl:y:2004:v:170:i:3:p:107-133.

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  370. Calculating Comparable Statistics from Incomparable Surveys, with an Application to Poverty in India. (2004). Tarozzi, Alessandro.
    In: Econometric Society 2004 North American Winter Meetings.
    RePEc:ecm:nawm04:280.

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  371. Estimation of Average Treatment Effects With Misclassification. (2004). Lewbel, Arthur.
    In: Econometric Society 2004 North American Winter Meetings.
    RePEc:ecm:nawm04:210.

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  372. Efficient Semiparametric Estimation of Quantile Treatment Effects. (2004). Firpo, Sergio.
    In: Econometric Society 2004 North American Summer Meetings.
    RePEc:ecm:nasm04:605.

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  373. The Impact of Measurement Error on Evaluation Methods Based on Strong Ignorability. (2004). Chesher, Andrew ; Battistin, Erich.
    In: Econometric Society 2004 North American Summer Meetings.
    RePEc:ecm:nasm04:339.

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  374. Programme Evaluation with Multiple Treatments. (2004). Frölich, Markus ; Frlich, Markus.
    In: Journal of Economic Surveys.
    RePEc:bla:jecsur:v:18:y:2004:i:2:p:181-224.

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  375. Does Matching Overcome Lalondes Critique of Nonexperimental Estimators?. (2003). Todd, Petra ; Smith, Jeffrey.
    In: University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers.
    RePEc:uwo:hcuwoc:20035.

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  376. Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models. (2003). Navarro, Salvador ; Heckman, James.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:9497.

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  377. Nonparametric Estimation of Average Treatment Effects under Exogeneity: A Review. (2003). Imbens, Guido.
    In: NBER Technical Working Papers.
    RePEc:nbr:nberte:0294.

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  378. Using Matching, Instrumental Variables and Control Functions to Estimate Economic Choice Models. (2003). Navarro, Salvador ; Heckman, James.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp768.

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  379. Semiparametric regression analysis with missing response at random. (2003). LINTON, OLIVER ; Härdle, Wolfgang ; Wang, Qihua ; Hardle, Wolfgang.
    In: CeMMAP working papers.
    RePEc:ifs:cemmap:11/03.

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  380. Using matching, instrumental variables and control functions to estimate economic choice models. (2003). Navarro, Salvador ; Heckman, James.
    In: Working Paper Series.
    RePEc:hhs:ifauwp:2003_004.

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  381. Semiparametric regression analysis under imputation for missing response data. (2003). LINTON, OLIVER ; Härdle, Wolfgang ; Hardle, Wolfgang ; Wang, Qihua.
    In: LSE Research Online Documents on Economics.
    RePEc:ehl:lserod:2206.

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  382. Semiparametric Regression Analysis under Imputation for Missing Response Data. (2003). LINTON, OLIVER ; Härdle, Wolfgang ; Haerdle, Wolfgang ; Wang, Qihua.
    In: STICERD - Econometrics Paper Series.
    RePEc:cep:stiecm:454.

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  383. Disentangling Treatment Effects of Polish Active Labor Market Policies: Evidence from Matched Samples. (2002). Schmidt, Christoph ; Lehmann, Hartmut ; Kluve, Jochen.
    In: William Davidson Institute Working Papers Series.
    RePEc:wdi:papers:2002-447.

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  384. Adjusting for missing record linkage in outcome studies. (2002). Wang, Jixian ; Donnan, Peter T..
    In: Journal of Applied Statistics.
    RePEc:taf:japsta:v:29:y:2002:i:6:p:873-884.

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  385. Simple and Bias-Corrected Matching Estimators for Average Treatment Effects. (2002). Imbens, Guido ; Abadie, Alberto ; Alberto, .
    In: NBER Technical Working Papers.
    RePEc:nbr:nberte:0283.

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  386. Identification and Inference in Nonlinear Difference-In-Differences Models. (2002). Imbens, Guido ; Athey, Susan.
    In: NBER Technical Working Papers.
    RePEc:nbr:nberte:0280.

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  387. Alternative approaches to evaluation in empirical microeconomics. (2002). Costa Dias, Monica ; Blundell, Richard ; Costa-Dias, Monica.
    In: CeMMAP working papers.
    RePEc:ifs:cemmap:10/02.

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  388. Disentangling Treatment Effects of Polish Active Labour Market Policies: Evidence from Matched Samples. (2002). Schmidt, Christoph ; Lehmann, Hartmut ; Kluve, Jochen.
    In: CEPR Discussion Papers.
    RePEc:cpr:ceprdp:3298.

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  389. Disentangling Treatment Effects of Polish Active Labor Market Policies: Evidence from Matched Samples. (2001). Schmidt, Christoph ; Lehmann, Hartmut ; Kluve, Jochen.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp355.

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  390. Propensity-Score Matching with Instrumental Variables. (2001). Ichimura, Hidehiko ; Taber, Christopher .
    In: American Economic Review.
    RePEc:aea:aecrev:v:91:y:2001:i:2:p:119-124.

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  391. Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score. (2000). Ridder, Geert ; Imbens, Guido ; Hirano, Keisuke.
    In: NBER Technical Working Papers.
    RePEc:nbr:nberte:0251.

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  392. Evaluation methods for non-experimental data. (2000). Costa Dias, Monica ; Blundell, Richard ; Costa-Dias, Monica.
    In: Fiscal Studies.
    RePEc:ifs:fistud:v:21:y:2000:i:4:p:427-468.

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  393. Disentangling Treatment Effects of Polish Active Labour Market Policies: Evidence from Matched Samples. (2000). Schmidt, Christoph ; Lehmann, Hartmut ; Kluve, Jochen.
    In: CERT Discussion Papers.
    RePEc:hwe:certdp:0007.

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  394. Evaluating Programmes: Experiments, Non-Experiments and Propensity Scores. (2000). gash, vanessa ; Conniffe, Denis ; Philip J., .
    In: Papers.
    RePEc:esr:wpaper:wp126.

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  395. Evaluating State Programmes - “Natural Experiments” and Propensity Scores. (2000). O'Connell, Philip ; gash, vanessa ; Conniffe, Denis.
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  396. When to Control for Covariates? Panel-Asymptotic Results for Estimates of Treatment Effects. (1999). Hahn, Jinyong ; Angrist, Joshua.
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  397. The Role of the Propensity Score in Estimating Dose-Response Functions. (1999). Imbens, Guido.
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  399. The Effects at Home of Initiating Production Abroad: Evidence from Matched French Firms. (). mayer, thierry ; Jean, Sebastien ; Hijzen, Alexander.
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