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 3 8 22 41
A Practical Introduction to Regression Discontinuity Designs: Extensions 1 1 5 38 1 14 40 78
A Practical Introduction to Regression Discontinuity Designs: Foundations 4 6 16 161 7 16 60 497
A Random Attention Model 0 0 0 51 5 6 13 120
A Random Attention Model 0 1 1 7 1 3 5 34
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 2 6 14 147
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 3 7 11 25
Alternative asymptotics and the partially linear model with many regressors 0 1 1 1 5 7 15 68
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 2 9 10
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 3 33 1 7 21 109
Attention Overload 0 0 1 22 1 5 12 30
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 1 2 4 29
Beta-Sorted Portfolios 0 0 0 3 2 5 15 28
Beta-Sorted Portfolios 0 0 0 24 2 5 11 64
Beta-sorted portfolios 0 0 1 2 1 3 10 13
Binscatter Regressions 0 0 1 45 3 10 27 216
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 0 4 19
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 5 7 12 54
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 2 2 8 26
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 3 3 13 103
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 1 2 8 82
Bootstrapping density-weighted average derivatives 0 0 0 16 4 4 12 121
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 1 3 7 14
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 3 5 15 26
Boundary Discontinuity Designs: Theory and Practice 0 0 8 8 3 7 29 29
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 3 9 63
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 0 3 10 102
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 1 1 5 7
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 3 4 7 8
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 9 6 7 17 24
Covariate Adjustment in Regression Discontinuity Designs 0 1 2 27 1 5 25 69
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 4 8 18 90
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 1 1 15 15 3 6 13 13
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 1 1 15 15 6 6 24 24
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 1 62 2 3 22 146
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 2 3 8 90
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 3 4 6 11
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 1 1 5 14
Housing, Health and Happiness 0 1 2 184 4 7 27 601
Housing, health, and happiness 0 0 0 388 1 3 16 1,198
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 1 6 29
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 2 4 8 60
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 4 4 12 19
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 1 3 11 108
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 2 5 10 39
Leveraging Covariates in Regression Discontinuity Designs 0 0 9 9 0 3 13 13
Local Regression Distribution Estimators 0 0 1 18 0 0 38 60
Local regression distribution estimators 0 0 0 0 1 4 8 17
Local regression distribution estimators 0 0 0 3 3 4 10 21
Nonlinear Binscatter Methods 0 0 0 2 3 5 16 18
Nonlinear Binscatter Methods 0 2 3 8 3 8 26 32
On Binscatter 0 1 1 28 1 4 18 92
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 3 8 13
On binscatter 0 0 0 22 4 8 19 115
On binscatter 0 0 1 4 0 1 19 28
On binscatter: binscatter plots 0 0 2 2 2 6 18 22
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 0 2 17 77
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 1 1 11 68 11 20 76 296
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 1 38 1 2 15 171
Prediction Intervals for Synthetic Control Methods 0 0 0 5 2 3 10 42
Regression Discontinuity Designs 0 0 5 63 10 27 73 148
Regression Discontinuity Designs Using Covariates 2 2 2 68 6 8 20 143
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 7 13 22 111
Robust Inference for Convex Pairwise Difference Estimators 0 0 3 3 2 2 7 7
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 0 1 6 2 2 12 17
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 3 5 16 306
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 1 3 8 11
Simple Local Polynomial Density Estimators 0 0 0 15 3 3 15 69
Simple Local Polynomial Density Estimators 0 0 1 11 0 0 7 75
Simple Local Polynomial Density Estimators 0 0 0 16 3 6 21 84
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 2 2 8 130
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 2 23 1 2 9 68
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation 0 0 21 21 5 8 26 26
The Regression Discontinuity Design 0 0 2 60 3 4 21 115
The Regression Discontinuity Design in Medical Science 0 0 0 0 2 6 10 10
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 1 2 43 4 9 35 137
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 1 4 14 67
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 2 4 15 61
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 5 7 10 13
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 1 2 2 3 8 31
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 5 9 18 55
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 2 6 14 23
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 1 1 21 5 7 16 45
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 3 5 16 22
Yurinskii's Coupling for Martingales 0 1 1 12 2 4 14 30
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 1 5 12 82
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 1 4 24
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 1 2 2 11 1 2 8 32
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 5 12 20 20
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 1 4 9 9
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 0 4 186 1 5 28 625
scpi: Uncertainty Quantification for Synthetic Control Methods 0 1 3 24 2 3 22 81
Total Working Papers 11 25 156 2,595 230 474 1,505 8,392

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 1 3 19 1 4 21 142
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 1 7 56
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 2 5 14 41
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 2 11 15
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 1 5 43 4 12 36 193
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 3 4 10 81
Binscatter regressions 0 0 3 4 2 9 35 37
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 3 5 16 44
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 2 17 5 10 25 136
Comment 0 0 0 3 3 4 6 29
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 1 2 2 21 6 9 14 70
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 2 3 10 11
Econometric Methods for Program Evaluation 0 2 6 163 0 6 28 554
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 0 2 600 4 8 36 1,493
Estimation of multivalued treatment effects under conditional independence 0 1 3 161 3 8 31 466
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 1 3 10 25
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 1 3 8 42
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 1 1 13 13
Housing, Health, and Happiness 0 0 5 258 1 12 39 854
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 1 2 5 3 7 14 38
Inference in regression discontinuity designs under local randomization 0 1 1 64 1 5 13 242
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 1 2 12 31
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 4 6 15 70
Leveraging covariates in regression discontinuity designs 0 0 0 0 1 3 8 8
Local regression distribution estimators 0 0 1 1 1 3 13 19
Manipulation testing based on density discontinuity 0 2 6 184 6 22 65 713
On Binscatter 1 1 3 16 7 11 36 85
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 2 10 4 7 18 71
Optimal Data-Driven Regression Discontinuity Plots 0 3 5 36 2 7 21 123
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 1 5 1 6 22 32
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 1 5 16 140
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 1 14 9 15 23 133
Power calculations for regression-discontinuity designs 0 0 3 34 1 6 25 168
Prediction Intervals for Synthetic Control Methods 0 1 2 7 2 3 15 41
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 1 4 19 31 6 18 69 109
Regression Discontinuity Designs 1 3 7 46 8 16 59 160
Regression Discontinuity Designs Using Covariates 2 7 18 145 7 22 74 612
Rejoinder 0 0 0 0 2 3 7 22
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 3 3 8 86
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 0 2 5 70 3 15 45 472
Robust data-driven inference in the regression-discontinuity design 0 7 13 263 4 31 89 945
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 2 11 21 68
Simple Local Polynomial Density Estimators 1 3 4 54 6 13 38 190
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 5 8 28 104
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 1 3 7 20
rdrobust: Software for regression-discontinuity designs 1 2 8 365 8 18 130 1,196
Total Journal Articles 8 45 133 2,741 141 378 1,261 10,200

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 4 4 6 7
multi-valued treatment effects 1 1 4 83 1 2 17 255
Total Chapters 1 1 4 83 5 6 23 262

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 1 7 42 2 9 44 201
POPARMS: Stata module for potential outcome parameter estimation 0 0 5 278 8 11 23 1,235
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 3 16 101 7 19 92 640
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 2 6 37 921 13 33 248 4,714
Total Software Items 3 10 65 1,342 30 72 407 6,790

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Statistics updated 2026-05-06