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Cattaneo, Matias D.; Crump, Richard K.; Jansson, Michael - In: Journal of the American Statistical Association 108 (2013) 504, pp. 1265-1268

Persistent link: https://www.econbiz.de/10010824028

Optimal inference for instrumental variables regression with non-Gaussian errors

Cattaneo, Matias D.; Crump, Richard K.; Jansson, Michael - In: Journal of Econometrics 167 (2012) 1, pp. 1-15

This paper is concerned with inference on the coefficient on the endogenous regressor in a linear instrumental variables model with a single endogenous regressor, nonrandom exogenous regressors and instruments, and i.i.d. errors whose distribution is unknown. It is shown that under mild...

Persistent link: https://www.econbiz.de/10011052298

Kernel-Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency

Cattaneo, Matias D.; Jansson, Michael - In: Econometrica 86 (2018) 3, pp. 955-995

Persistent link: https://www.econbiz.de/10012097905

Alternative asymptotics and the partially linear model with many regressors

Cattaneo, Matias D.; Jansson, Michael; Newey, Whitney K. - In: Econometric theory 34 (2018) 2, pp. 277-301

Persistent link: https://www.econbiz.de/10011950954

Two-step estimation and inference with possibly many included covariates

Cattaneo, Matias D.; Jansson, Michael; Ma, Xinwei - In: The review of economic studies : RES 86 (2019) 3, pp. 1095-1122

Persistent link: https://www.econbiz.de/10012110696

Local regression distribution estimators

Cattaneo, Matias D.; Jansson, Michael; Ma, Xinwei - In: Journal of econometrics 240 (2024) 2, pp. 1-18

Persistent link: https://www.econbiz.de/10015075101

Comment

Cattaneo, Matias D.; Crump, Richard K. - In: Journal of Business & Economic Statistics 32 (2014) 3, pp. 324-329

Persistent link: https://www.econbiz.de/10010953501

Characteristic-sorted portfolios : estimation and inference

Cattaneo, Matias D.; Crump, Richard K.; Farrell, Max H.; … - In: The review of economics and statistics 102 (2020) 3, pp. 531-551

Persistent link: https://www.econbiz.de/10012499792

On binscatter

Cattaneo, Matias D.; Crump, Richard K.; Farrell, Max H.; … - In: American economic review 114 (2024) 5, pp. 1488-1514

Persistent link: https://www.econbiz.de/10014525981

Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate

Cattaneo, Matias D.; Frandsen, Brigham R.; Titiunik, Rocío - In: Journal of Causal Inference 3 (2015) 1, pp. 1-24

Abstract In the Regression Discontinuity (RD) design, units are assigned a treatment based on whether their value of an observed covariate is above or below a fixed cutoff. Under the assumption that the distribution of potential confounders changes continuously around the cutoff, the...

Persistent link: https://www.econbiz.de/10014610798