Details about Matias D. Cattaneo
Access statistics for papers by Matias D. Cattaneo.
Last updated 2025-03-14. Update your information in the RePEc Author Service.
Short-id: pca473
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Working Papers
2025
- Continuity of the Distribution Function of the argmax of a Gaussian Process
Papers, arXiv.org
- Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference
Papers, arXiv.org
- Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption
Papers, arXiv.org
2024
- A Practical Introduction to Regression Discontinuity Designs: Extensions
Papers, arXiv.org View citations (12)
- Attention Overload
Papers, arXiv.org
- Beta-Sorted Portfolios
Papers, arXiv.org 
Also in Staff Reports, Federal Reserve Bank of New York (2023)  CeMMAP working papers, Institute for Fiscal Studies (2024)
- Binscatter Regressions
Papers, arXiv.org View citations (3)
See also Journal Article Binscatter regressions, Stata Journal, StataCorp LLC (2025) (2025)
- Bootstrap-Assisted Inference for Generalized Grenander-type Estimators
Papers, arXiv.org View citations (1)
- Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators
Papers, arXiv.org
- Nonlinear Binscatter Methods
Staff Reports, Federal Reserve Bank of New York View citations (1)
Also in Papers, arXiv.org (2024) View citations (1)
- On Binscatter
Papers, arXiv.org 
Also in Staff Reports, Federal Reserve Bank of New York (2019)  French Stata Users' Group Meetings 2024, Stata Users Group (2024) 
See also Journal Article On Binscatter, American Economic Review, American Economic Association (2024) (2024)
- On Rosenbaum's Rank-based Matching Estimator
Papers, arXiv.org
- Strong Approximations for Empirical Processes Indexed by Lipschitz Functions
Papers, arXiv.org
- Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators
Papers, arXiv.org
- Yurinskii's Coupling for Martingales
Papers, arXiv.org View citations (3)
2023
- A Guide to Regression Discontinuity Designs in Medical Applications
Papers, arXiv.org View citations (1)
- Boundary Adaptive Local Polynomial Conditional Density Estimators
Papers, arXiv.org
- Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023)
Papers, arXiv.org 
Also in University of California at San Diego, Economics Working Paper Series, Department of Economics, UC San Diego (2023) 
See also Journal Article Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023), Journal of Business & Economic Statistics, Taylor & Francis Journals (2023) (2023)
2022
- Covariate Adjustment in Regression Discontinuity Designs
Papers, arXiv.org View citations (32)
- On binscatter: binscatter plots
Economics Virtual Symposium 2022, Stata Users Group
- Regression Discontinuity Designs
Papers, arXiv.org View citations (35)
Also in Papers, arXiv.org (2020) View citations (22)
See also Journal Article Regression Discontinuity Designs, Annual Review of Economics, Annual Reviews (2022) View citations (33) (2022)
- scpi: Uncertainty Quantification for Synthetic Control Methods
Papers, arXiv.org View citations (7)
2021
- Coverage Error Optimal Confidence Intervals for Local Polynomial Regression
Papers, arXiv.org View citations (1)
- Local Regression Distribution Estimators
Papers, arXiv.org View citations (10)
Also in University of California at San Diego, Economics Working Paper Series, Department of Economics, UC San Diego (2021) View citations (9) Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley (2021) View citations (9)
See also Journal Article Local regression distribution estimators, Journal of Econometrics, Elsevier (2024) (2024)
- Prediction Intervals for Synthetic Control Methods
Papers, arXiv.org View citations (26)
See also Journal Article Prediction Intervals for Synthetic Control Methods, Journal of the American Statistical Association, Taylor & Francis Journals (2021) View citations (25) (2021)
- lpdensity: Local Polynomial Density Estimation and Inference
Papers, arXiv.org View citations (4)
2020
- A Random Attention Model
University of California at San Diego, Economics Working Paper Series, Department of Economics, UC San Diego View citations (27)
Also in Papers, arXiv.org (2019) View citations (9)
See also Journal Article A Random Attention Model, Journal of Political Economy, University of Chicago Press (2020) View citations (27) (2020)
- Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores
Papers, arXiv.org View citations (16)
See also Journal Article Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores, Stata Journal, StataCorp LLC (2020) View citations (16) (2020)
- Average Density Estimators: Efficiency and Bootstrap Consistency
Papers, arXiv.org View citations (2)
See also Journal Article AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY, Econometric Theory, Cambridge University Press (2022) (2022)
- Bootstrap-Based Inference for Cube Root Asymptotics
Papers, arXiv.org View citations (10)
Also in Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley (2020) View citations (4)
See also Journal Article Bootstrap‐Based Inference for Cube Root Asymptotics, Econometrica, Econometric Society (2020) View citations (6) (2020)
- Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs
Papers, arXiv.org View citations (6)
See also Journal Article Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs, Journal of the American Statistical Association, Taylor & Francis Journals (2021) View citations (13) (2021)
- Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs
Papers, arXiv.org View citations (126)
See also Journal Article Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs, The Econometrics Journal, Royal Economic Society (2020) View citations (103) (2020)
- Simple Local Polynomial Density Estimators
Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley View citations (225)
Also in University of California at San Diego, Economics Working Paper Series, Department of Economics, UC San Diego (2020) View citations (241) Papers, arXiv.org (2019) View citations (93)
See also Journal Article Simple Local Polynomial Density Estimators, Journal of the American Statistical Association, Taylor & Francis Journals (2020) View citations (227) (2020)
2019
- A Practical Introduction to Regression Discontinuity Designs: Foundations
Papers, arXiv.org View citations (192)
- Characteristic-Sorted Portfolios: Estimation and Inference
Papers, arXiv.org View citations (1)
Also in Staff Reports, Federal Reserve Bank of New York (2016) View citations (4)
See also Journal Article Characteristic-Sorted Portfolios: Estimation and Inference, The Review of Economics and Statistics, MIT Press (2020) View citations (9) (2020)
- Large Sample Properties of Partitioning-Based Series Estimators
Papers, arXiv.org View citations (4)
- Two-Step Estimation and Inference with Possibly Many Included Covariates
Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley View citations (28)
Also in Papers, arXiv.org (2018) View citations (5) University of California at San Diego, Economics Working Paper Series, Department of Economics, UC San Diego (2019) View citations (28)
See also Journal Article Two-Step Estimation and Inference with Possibly Many Included Covariates, The Review of Economic Studies, Review of Economic Studies Ltd (2019) View citations (28) (2019)
- lspartition: Partitioning-Based Least Squares Regression
Papers, arXiv.org View citations (1)
- nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference
Papers, arXiv.org View citations (2)
2018
- Inference in Linear Regression Models with Many Covariates and Heteroscedasticity
Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley View citations (30)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2017) View citations (10) Papers, arXiv.org (2017) View citations (9) CeMMAP working papers, Institute for Fiscal Studies (2017) View citations (1)
See also Journal Article Inference in Linear Regression Models with Many Covariates and Heteroscedasticity, Journal of the American Statistical Association, Taylor & Francis Journals (2018) View citations (44) (2018)
- On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference
Papers, arXiv.org View citations (133)
See also Journal Article On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference, Journal of the American Statistical Association, Taylor & Francis Journals (2018) View citations (129) (2018)
- Regression Discontinuity Designs Using Covariates
Papers, arXiv.org View citations (44)
See also Journal Article Regression Discontinuity Designs Using Covariates, The Review of Economics and Statistics, MIT Press (2019) View citations (229) (2019)
2017
- Bootstrap-Based Inference for Cube Root Consistent Estimators
CREATES Research Papers, Department of Economics and Business Economics, Aarhus University View citations (5)
2016
- rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati
2016 Stata Conference, Stata Users Group View citations (31)
2015
- Alternative Asymptotics and the Partially Linear Model with Many Regressors
Papers, arXiv.org View citations (2)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2015) View citations (2) CREATES Research Papers, Department of Economics and Business Economics, Aarhus University (2012) View citations (1) CeMMAP working papers, Institute for Fiscal Studies (2015) 
See also Journal Article ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS, Econometric Theory, Cambridge University Press (2018) View citations (17) (2018)
- Robust Inference in Regression-Discontinuity Designs
2015 Stata Conference, Stata Users Group View citations (16)
- Treatment Effects with Many Covariates and Heteroskedasticity
CREATES Research Papers, Department of Economics and Business Economics, Aarhus University View citations (5)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2015) View citations (5) CeMMAP working papers, Institute for Fiscal Studies (2015)
2014
- Bootstrapping Kernel-Based Semiparametric Estimators
CREATES Research Papers, Department of Economics and Business Economics, Aarhus University View citations (4)
- SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES
Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley View citations (10)
Also in CREATES Research Papers, Department of Economics and Business Economics, Aarhus University (2008) View citations (2)
See also Journal Article SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES, Econometric Theory, Cambridge University Press (2014) View citations (19) (2014)
2013
- Generalized Jackknife Estimators of Weighted Average Derivatives
Department of Economics, Working Paper Series, Department of Economics, Institute for Business and Economic Research, UC Berkeley View citations (21)
Also in CREATES Research Papers, Department of Economics and Business Economics, Aarhus University (2011) View citations (7)
See also Journal Article Generalized Jackknife Estimators of Weighted Average Derivatives, Journal of the American Statistical Association, Taylor & Francis Journals (2013) View citations (23) (2013)
2010
- Bootstrapping Density-Weighted Average Derivatives
CREATES Research Papers, Department of Economics and Business Economics, Aarhus University View citations (8)
Also in Staff Reports, Federal Reserve Bank of New York (2010) View citations (9)
See also Journal Article BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES, Econometric Theory, Cambridge University Press (2014) View citations (4) (2014)
2009
- Robust Data-Driven Inference for Density-Weighted Average Derivatives
CREATES Research Papers, Department of Economics and Business Economics, Aarhus University View citations (3)
See also Journal Article Robust Data-Driven Inference for Density-Weighted Average Derivatives, Journal of the American Statistical Association, American Statistical Association (2010) View citations (27) (2010)
2008
- Housing, Health and Happiness
CEDLAS, Working Papers, CEDLAS, Universidad Nacional de La Plata View citations (2)
Also in Policy Research Working Paper Series, The World Bank (2007) View citations (4)
See also Journal Article Housing, Health, and Happiness, American Economic Journal: Economic Policy, American Economic Association (2009) View citations (69) (2009)
2007
- Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors
CREATES Research Papers, Department of Economics and Business Economics, Aarhus University View citations (3)
See also Journal Article Optimal inference for instrumental variables regression with non-Gaussian errors, Journal of Econometrics, Elsevier (2012) View citations (12) (2012)
Journal Articles
2025
- Binscatter regressions
Stata Journal, 2025, 25, (1), 3-50 
See also Working Paper Binscatter Regressions, Papers (2024) View citations (3) (2024)
2024
- Local regression distribution estimators
Journal of Econometrics, 2024, 240, (2) 
See also Working Paper Local Regression Distribution Estimators, Papers (2021) View citations (10) (2021)
- On Binscatter
American Economic Review, 2024, 114, (5), 1488-1514 
See also Working Paper On Binscatter, Papers (2024) (2024)
- Uniform Inference for Kernel Density Estimators with Dyadic Data
Journal of the American Statistical Association, 2024, 119, (548), 2695-2708
2023
- Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023)
Journal of Business & Economic Statistics, 2023, 41, (4), 1030-1034 
See also Working Paper Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023), Papers (2023) (2023)
2022
- AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY
Econometric Theory, 2022, 38, (6), 1140-1174 
See also Working Paper Average Density Estimators: Efficiency and Bootstrap Consistency, Papers (2020) View citations (2) (2020)
- Regression Discontinuity Designs
Annual Review of Economics, 2022, 14, (1), 821-851 View citations (33)
See also Working Paper Regression Discontinuity Designs, Papers (2022) View citations (35) (2022)
2021
- Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs
Journal of the American Statistical Association, 2021, 116, (536), 1941-1952 View citations (13)
See also Working Paper Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs, Papers (2020) View citations (6) (2020)
- Introduction to the Special Section on Synthetic Control Methods
Journal of the American Statistical Association, 2021, 116, (536), 1713-1715 View citations (2)
- Prediction Intervals for Synthetic Control Methods
Journal of the American Statistical Association, 2021, 116, (536), 1865-1880 View citations (25)
See also Working Paper Prediction Intervals for Synthetic Control Methods, Papers (2021) View citations (26) (2021)
2020
- A Random Attention Model
Journal of Political Economy, 2020, 128, (7), 2796 - 2836 View citations (27)
See also Working Paper A Random Attention Model, University of California at San Diego, Economics Working Paper Series (2020) View citations (27) (2020)
- Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores
Stata Journal, 2020, 20, (4), 866-891 View citations (16)
See also Working Paper Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores, Papers (2020) View citations (16) (2020)
- Bootstrap‐Based Inference for Cube Root Asymptotics
Econometrica, 2020, 88, (5), 2203-2219 View citations (6)
See also Working Paper Bootstrap-Based Inference for Cube Root Asymptotics, Papers (2020) View citations (10) (2020)
- Characteristic-Sorted Portfolios: Estimation and Inference
The Review of Economics and Statistics, 2020, 102, (3), 531-551 View citations (9)
See also Working Paper Characteristic-Sorted Portfolios: Estimation and Inference, Papers (2019) View citations (1) (2019)
- Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs
The Econometrics Journal, 2020, 23, (2), 192-210 View citations (103)
See also Working Paper Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs, Papers (2020) View citations (126) (2020)
- Simple Local Polynomial Density Estimators
Journal of the American Statistical Association, 2020, 115, (531), 1449-1455 View citations (227)
See also Working Paper Simple Local Polynomial Density Estimators, Department of Economics, Working Paper Series (2020) View citations (225) (2020)
2019
- Power calculations for regression-discontinuity designs
Stata Journal, 2019, 19, (1), 210-245 View citations (37)
- Regression Discontinuity Designs Using Covariates
The Review of Economics and Statistics, 2019, 101, (3), 442-451 View citations (229)
See also Working Paper Regression Discontinuity Designs Using Covariates, Papers (2018) View citations (44) (2018)
- Two-Step Estimation and Inference with Possibly Many Included Covariates
The Review of Economic Studies, 2019, 86, (3), 1095-1122 View citations (28)
See also Working Paper Two-Step Estimation and Inference with Possibly Many Included Covariates, Department of Economics, Working Paper Series (2019) View citations (28) (2019)
2018
- ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS
Econometric Theory, 2018, 34, (2), 277-301 View citations (17)
See also Working Paper Alternative Asymptotics and the Partially Linear Model with Many Regressors, Papers (2015) View citations (2) (2015)
- Econometric Methods for Program Evaluation
Annual Review of Economics, 2018, 10, (1), 465-503
- Inference in Linear Regression Models with Many Covariates and Heteroscedasticity
Journal of the American Statistical Association, 2018, 113, (523), 1350-1361 View citations (44)
See also Working Paper Inference in Linear Regression Models with Many Covariates and Heteroscedasticity, Department of Economics, Working Paper Series (2018) View citations (30) (2018)
- Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency
Econometrica, 2018, 86, (3), 955-995 View citations (12)
- Manipulation testing based on density discontinuity
Stata Journal, 2018, 18, (1), 234-261 View citations (311)
- On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference
Journal of the American Statistical Association, 2018, 113, (522), 767-779 View citations (129)
See also Working Paper On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference, Papers (2018) View citations (133) (2018)
2017
- Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality
Journal of Policy Analysis and Management, 2017, 36, (3), 643-681 View citations (74)
- rdrobust: Software for regression-discontinuity designs
Stata Journal, 2017, 17, (2), 372-404 View citations (391)
2016
- Inference in regression discontinuity designs under local randomization
Stata Journal, 2016, 16, (2), 331-367 View citations (37)
2015
- Optimal Data-Driven Regression Discontinuity Plots
Journal of the American Statistical Association, 2015, 110, (512), 1753-1769 View citations (174)
- Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate
Journal of Causal Inference, 2015, 3, (1), 1-24 View citations (11)
2014
- A martingale decomposition for quadratic forms of Markov chains (with applications)
Stochastic Processes and their Applications, 2014, 124, (1), 646-677 View citations (2)
- BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES
Econometric Theory, 2014, 30, (6), 1135-1164 View citations (4)
See also Working Paper Bootstrapping Density-Weighted Average Derivatives, CREATES Research Papers (2010) View citations (8) (2010)
- Comment
Journal of Business & Economic Statistics, 2014, 32, (3), 324-329
- Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs
Econometrica, 2014, 82, 2295-2326 View citations (1239)
- Robust data-driven inference in the regression-discontinuity design
Stata Journal, 2014, 14, (4), 909-946 View citations (269)
- SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES
Econometric Theory, 2014, 30, (1), 176-200 View citations (19)
See also Working Paper SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES, Department of Economics, Working Paper Series (2014) View citations (10) (2014)
2013
- Estimation of multivalued treatment effects under conditional independence
Stata Journal, 2013, 13, (3), 407-450 View citations (83)
- Generalized Jackknife Estimators of Weighted Average Derivatives
Journal of the American Statistical Association, 2013, 108, (504), 1243-1256 View citations (23)
See also Working Paper Generalized Jackknife Estimators of Weighted Average Derivatives, Department of Economics, Working Paper Series (2013) View citations (21) (2013)
- Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators
Journal of Econometrics, 2013, 174, (2), 127-143 View citations (43)
- Rejoinder
Journal of the American Statistical Association, 2013, 108, (504), 1265-1268
2012
- Optimal inference for instrumental variables regression with non-Gaussian errors
Journal of Econometrics, 2012, 167, (1), 1-15 View citations (12)
See also Working Paper Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors, CREATES Research Papers (2007) View citations (3) (2007)
2010
- Efficient semiparametric estimation of multi-valued treatment effects under ignorability
Journal of Econometrics, 2010, 155, (2), 138-154 View citations (281)
- Robust Data-Driven Inference for Density-Weighted Average Derivatives
Journal of the American Statistical Association, 2010, 105, (491), 1070-1083 View citations (27)
See also Working Paper Robust Data-Driven Inference for Density-Weighted Average Derivatives, CREATES Research Papers (2009) View citations (3) (2009)
2009
- Housing, Health, and Happiness
American Economic Journal: Economic Policy, 2009, 1, (1), 75-105 View citations (69)
See also Working Paper Housing, Health and Happiness, CEDLAS, Working Papers (2008) View citations (2) (2008)
Chapters
2011
- Efficient Estimation of the Dose–Response Function Under Ignorability Using Subclassification on the Covariates
A chapter in Missing Data Methods: Cross-sectional Methods and Applications, 2011, pp 93-127
2010
- multi-valued treatment effects
Palgrave Macmillan View citations (229)
Software Items
2022
- LPDENSITY: Stata module to perform Local Polynomial Density Estimation and Inference
Statistical Software Components, Boston College Department of Economics
- RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation
Statistical Software Components, Boston College Department of Economics
- RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design
Statistical Software Components, Boston College Department of Economics
2012
- POPARMS: Stata module for potential outcome parameter estimation
Statistical Software Components, Boston College Department of Economics
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