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Cattaneo, Matias D.

  1. Inference in Linear Regression Models with Many Covariates and Heteroskedasticity
    2015/07/09 by Cattaneo, Matias D., Jansson, Michael, Newey, Whitney K. · 6 citations
    #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
  2. Regression Discontinuity Designs
    2021/08/20 by Cattaneo, Matias D., Titiunik, Rocio · 9 citations
    #Applications (stat.AP) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
  3. Simple Local Polynomial Density Estimators
    2018/11/28 by Matias D. Cattaneo, Michael Jansson, Cattaneo, Matias D. +3 · 4 citations
    Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  4. Coverage Error Optimal Confidence Intervals for Local Polynomial\n Regression
    2018/08/03 by Sebastián Calónico, Calonico, Sebastian, Matias D. Cattaneo +3 · 4 citations
    Mathematics · Chemistry · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Analytical Chemistry and Chromatography
  5. Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs
    2018/08/13 by Cattaneo, Matias D., Keele, Luke, Titiunik, Rocio +1 · 2 citations
    #Applications (stat.AP) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
  6. lpdensity: Local Polynomial Density Estimation and Inference
    2019/06/15 by Cattaneo, Matias D., Jansson, Michael, Ma, Xinwei · 2 citations
    #Applications (stat.AP) #Computation (stat.CO) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business
  7. Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores
    2019/12/16 by Cattaneo, Matias D., Titiunik, Rocio, Vazquez-Bare, Gonzalo · 2 citations
    #Computation (stat.CO) #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business
  8. A Random Attention Model
    2017/12/09 by Cattaneo, Matias D., Ma, Xinwei, Masatlioglu, Yusufcan +1 · 1 citation
    #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME) #Theoretical Economics (econ.TH)
  9. Prediction Intervals for Synthetic Control Methods
    2019/12/15 by Cattaneo, Matias D., Feng, Yingjie, Titiunik, Rocio · 1 citation
    #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Methodology (stat.ME)
  10. Inference with Mondrian Random Forests
    2023/10/15 by Cattaneo, Matias D., Klusowski, Jason M., Underwood, William G. · 2 citations
    #62G05 #62G08 (Primary) #62G20 (Secondary) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  11. Local Regression Distribution Estimators
    2020/09/30 by Matias D. Cattaneo, Cattaneo, Matias D., Michael Jansson +3 · 1 citation
    Mathematics · #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Methodology (stat.ME) #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
  12. Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption
    2022/10/10 by Matias D. Cattaneo, Cattaneo, Matias D., Yingjie Feng +5 · 1 citation
    Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Economic Policies and Impacts #Italy: Economic History and Contemporary Issues
  13. On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation
    2022/11/19 by Cattaneo, Matias D., Klusowski, Jason M., Tian, Peter M. · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  14. On Rosenbaum's Rank-based Matching Estimator
    2023/12/12 by Matias D. Cattaneo, Cattaneo, Matias D., Fang Han +3 · 2 citations
    Mathematics · #Advanced Causal Inference Techniques #Econometrics (econ.EM) #FOS: Economics and business #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
  15. On the Implicit Bias of Adam
    2023/08/31 by Matias D. Cattaneo, Jason M. Klusowski, Cattaneo, Matias D. +3 · 1 citation
    Physics and Astronomy · Mathematics · Engineering · #Model Reduction and Neural Networks #Numerical methods in inverse problems #Numerical methods in engineering
  16. Uniform Inference for Kernel Density Estimators with Dyadic Data
    2022/01/16 by Matias D. Cattaneo, Cattaneo, Matias D., Yingjie Feng +3 · 1 citation
    Mathematics · #62G05 #62G07 #62M99 (Primary) 91D30 #90B15 (Secondary) #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
  17. Yurinskii's Coupling for Martingales
    2022/10/01 by Matias D. Cattaneo, Cattaneo, Matias D., Ricardo Masini +3 · 1 citation
    Computer Science · Mathematics · #60G42 #62E20 #62G20 #Bayesian Methods and Mixture Models #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
  18. Alternative Asymptotics and the Partially Linear Model with Many\n Regressors
    2015/05/28 by Matias D. Cattaneo, Cattaneo, Matias D., Michael Jansson +3 · 1 citation
    Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference
  19. Randomization Inference for Before-and-After Studies with Multiple Units: An Application to a Criminal Procedure Reform in Uruguay
    2024/10/20 by Matias D. Cattaneo, Carlos Díaz-Delgado, Cattaneo, Matias D. +3 · 1 citation
    Computer Science · Mathematics · #Applications (stat.AP) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  20. Treatment Effect Heterogeneity in Regression Discontinuity Designs
    2025/03/17 by Sebastian Calonico, Sebastián Calónico, Calonico, Sebastian +9 · 2 voices
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Optimal Experimental Design Methods #Statistical Methods and Inference #econ.EM #stat.ME