Access Statistics for Matias D. Cattaneo

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Guide to Regression Discontinuity Designs in Medical Applications 0 0 1 43 1 6 25 44
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 1 5 38 0 1 38 78
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 8 18 165 3 16 61 506
A Random Attention Model 0 0 1 7 0 1 5 34
A Random Attention Model 0 0 0 51 0 6 14 121
Accuracy Limits of Causal Trees for Individualized Treatment Effects 0 0 21 21 1 6 27 27
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 0 2 14 147
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 2 5 12 27
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 3 11 12
Alternative asymptotics and the partially linear model with many regressors 0 0 1 1 1 7 17 70
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 3 33 1 3 23 111
Attention Overload 0 0 0 22 0 1 11 30
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 1 4 29
Beta-Sorted Portfolios 0 0 0 3 0 2 15 28
Beta-Sorted Portfolios 0 0 0 24 0 2 11 64
Beta-sorted portfolios 0 0 1 2 0 1 9 13
Binscatter Regressions 0 0 0 45 0 4 27 217
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 2 3 7 22
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 0 5 12 54
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 4 10 28
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 3 13 103
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 2 9 83
Bootstrapping density-weighted average derivatives 0 0 0 16 0 4 11 121
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 0 2 8 15
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 0 3 15 26
Boundary Discontinuity Designs: Theory and Practice 1 1 9 9 2 6 32 32
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 0 0 10 102
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 0 9 63
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 4 8 9
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 1 5 7
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 9 0 7 17 25
Covariate Adjustment in Regression Discontinuity Designs 0 0 2 27 1 3 24 71
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 0 4 17 90
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 0 1 15 15 0 3 13 13
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 1 15 15 0 6 24 24
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 1 62 1 3 22 147
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 3 9 91
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 3 6 11
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 1 5 14
Housing, Health and Happiness 1 1 3 185 1 5 26 602
Housing, health, and happiness 0 0 0 388 0 1 15 1,198
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 0 6 29
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 0 3 9 61
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 0 5 13 20
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 51 0 4 13 111
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 2 10 39
Leveraging Covariates in Regression Discontinuity Designs 0 0 9 9 0 0 13 13
Local Regression Distribution Estimators 0 0 1 18 0 0 38 60
Local regression distribution estimators 0 0 0 0 0 3 10 19
Local regression distribution estimators 0 0 0 3 0 4 11 22
Nonlinear Binscatter Methods 0 0 0 2 0 3 16 18
Nonlinear Binscatter Methods 0 0 3 8 6 10 32 39
On Binscatter 0 0 1 28 0 1 17 92
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 1 9 14
On binscatter 1 1 2 5 1 1 19 29
On binscatter 0 0 0 22 1 7 22 118
On binscatter: binscatter plots 0 0 2 2 0 2 18 22
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 0 0 17 77
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 1 8 68 0 12 64 297
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 1 38 0 1 15 171
Prediction Intervals for Synthetic Control Methods 0 0 0 5 1 3 11 43
Regression Discontinuity Designs 0 0 4 63 2 16 77 154
Regression Discontinuity Designs Using Covariates 1 4 4 70 1 8 21 145
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 8 23 112
Robust Inference for Convex Pairwise Difference Estimators 0 0 3 3 0 2 7 7
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 0 1 6 0 2 12 17
Robust Inference in Regression-Discontinuity Designs 0 0 0 68 0 3 15 306
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 0 2 9 12
Simple Local Polynomial Density Estimators 0 0 0 15 0 3 14 69
Simple Local Polynomial Density Estimators 0 0 0 11 0 0 6 75
Simple Local Polynomial Density Estimators 0 0 0 16 0 4 22 85
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 2 8 130
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 2 23 0 3 11 70
The Regression Discontinuity Design 1 1 2 61 1 8 24 120
The Regression Discontinuity Design in Medical Science 0 0 0 0 0 2 10 10
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 0 2 43 1 7 33 140
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 0 1 14 67
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 1 3 16 62
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 5 10 13
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 1 2 0 2 8 31
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 0 5 18 55
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 3 15 24
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 21 0 5 16 45
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 0 3 15 22
Yurinskii's Coupling for Martingales 0 0 1 12 0 3 14 31
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 0 1 11 82
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 1 5 25
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 1 2 11 2 3 10 34
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 1 7 22 22
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 0 3 11 11
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 1 5 187 0 6 32 630
scpi: Uncertainty Quantification for Synthetic Control Methods 0 0 2 24 0 3 20 82
Total Working Papers 6 22 154 2,606 34 329 1,543 8,491


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Random Attention Model 0 0 3 19 1 5 23 146
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 7 56
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 0 2 14 41
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 0 11 15
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 0 5 43 4 8 38 197
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 4 11 82
Binscatter regressions 1 1 3 5 2 7 35 42
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 3 16 44
Characteristic-Sorted Portfolios: Estimation and Inference 1 1 3 18 3 8 28 139
Comment 0 0 0 3 0 3 6 29
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 0 1 2 21 0 6 14 70
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 2 10 11
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 0 3 3 3 3
Econometric Methods for Program Evaluation 1 2 6 165 2 5 30 559
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 2 4 602 0 6 37 1,495
Estimation of multivalued treatment effects under conditional independence 0 0 2 161 1 4 24 467
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 1 10 25
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 2 9 43
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 1 3 15 15
Housing, Health, and Happiness 0 1 3 259 1 4 38 857
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 2 5 1 4 15 39
Inference in regression discontinuity designs under local randomization 0 0 1 64 0 2 14 243
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 0 1 11 31
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 0 4 15 70
Leveraging covariates in regression discontinuity designs 0 0 0 0 0 1 8 8
Local regression distribution estimators 0 0 1 1 0 1 12 19
Manipulation testing based on density discontinuity 0 1 6 185 5 12 68 719
On Binscatter 0 2 4 17 0 10 36 88
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 1 10 2 7 20 74
Optimal Data-Driven Regression Discontinuity Plots 0 0 5 36 0 5 24 126
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 0 5 0 6 25 37
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 2 16 141
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 1 14 0 10 24 134
Power calculations for regression-discontinuity designs 0 0 2 34 1 2 23 169
Prediction Intervals for Synthetic Control Methods 0 0 2 7 0 2 14 41
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 5 7 22 37 7 23 72 126
Regression Discontinuity Designs 0 1 4 46 3 14 61 166
Regression Discontinuity Designs Using Covariates 1 3 17 146 6 15 71 620
Rejoinder 0 0 0 0 0 2 7 22
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 4 9 87
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 1 1 6 71 4 8 43 477
Robust data-driven inference in the regression-discontinuity design 0 1 13 264 5 13 93 954
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 3 22 69
Simple Local Polynomial Density Estimators 0 3 5 56 1 13 43 197
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 6 29 105
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 2 8 21
rdrobust: Software for regression-discontinuity designs 1 2 5 366 5 17 132 1,205
Total Journal Articles 11 29 129 2,762 58 265 1,294 10,324


Chapter File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Efficient Estimation of the Dose–Response Function Under Ignorability Using Subclassification on the Covariates 0 0 0 0 0 4 6 7
multi-valued treatment effects 0 1 4 83 0 2 16 256
Total Chapters 0 1 4 83 0 6 22 263


Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
LPDENSITY: Stata module to perform Local Polynomial Density Estimation and Inference 0 0 5 42 4 7 43 206
POPARMS: Stata module for potential outcome parameter estimation 0 0 4 278 0 8 19 1,235
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 2 3 16 103 6 14 91 647
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 1 5 30 924 6 32 232 4,733
Total Software Items 3 8 55 1,347 16 61 385 6,821


Statistics updated 2026-07-10