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 3 43 2 9 21 38
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 0 4 37 8 21 40 77
A Practical Introduction to Regression Discontinuity Designs: Foundations 0 4 15 157 5 20 57 490
A Random Attention Model 0 1 1 7 0 3 4 33
A Random Attention Model 0 0 0 51 0 4 8 115
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 2 8 12 145
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 2 6 8 22
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 5 8 9
Alternative asymptotics and the partially linear model with many regressors 0 1 1 1 1 3 10 63
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 1 3 33 2 14 20 108
Attention Overload 0 0 1 22 0 6 11 29
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 2 3 28
Beta-Sorted Portfolios 0 0 0 3 1 8 13 26
Beta-Sorted Portfolios 0 0 0 24 1 6 9 62
Beta-sorted portfolios 0 1 1 2 0 5 10 12
Binscatter Regressions 0 0 1 45 3 12 25 213
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 1 4 19
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 1 5 7 49
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 3 6 24
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 4 10 100
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 3 7 81
Bootstrapping density-weighted average derivatives 0 0 0 16 0 3 8 117
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 1 3 6 13
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 0 5 12 23
Boundary Discontinuity Designs: Theory and Practice 0 0 8 8 2 8 26 26
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 1 5 10 63
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 1 7 10 102
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 1 1 4 5
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 4 4 6
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 0 9 1 3 11 18
Covariate Adjustment in Regression Discontinuity Designs 0 1 2 27 3 8 24 68
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 3 8 14 86
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 0 0 14 14 0 7 10 10
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 0 14 14 0 2 18 18
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 2 62 1 8 21 144
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 1 2 6 88
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 2 3 8
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 2 4 13
Housing, Health and Happiness 0 1 2 184 1 9 23 597
Housing, health, and happiness 0 0 0 388 1 6 16 1,197
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 1 4 6 29
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 1 3 6 58
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 0 5 8 15
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 1 4 11 107
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 2 5 8 37
Leveraging Covariates in Regression Discontinuity Designs 0 0 9 9 2 6 13 13
Local Regression Distribution Estimators 0 0 1 18 0 20 38 60
Local regression distribution estimators 0 0 0 3 1 6 7 18
Local regression distribution estimators 0 0 0 0 1 7 7 16
Nonlinear Binscatter Methods 1 2 3 8 4 13 23 29
Nonlinear Binscatter Methods 0 0 0 2 0 7 13 15
On Binscatter 0 1 1 28 1 9 18 91
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 2 5 8 13
On binscatter 0 0 0 22 1 12 15 111
On binscatter 0 0 2 4 1 3 21 28
On binscatter: binscatter plots 0 0 2 2 1 12 16 20
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 1 8 17 77
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 0 10 67 4 19 67 285
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 1 38 1 3 14 170
Prediction Intervals for Synthetic Control Methods 0 0 0 5 1 7 8 40
Regression Discontinuity Designs 0 0 5 63 7 32 65 138
Regression Discontinuity Designs Using Covariates 0 0 0 66 2 7 14 137
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 12 15 104
Robust Inference for Convex Pairwise Difference Estimators 0 0 3 3 0 2 5 5
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 0 3 6 0 1 14 15
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 0 6 15 303
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 1 3 7 10
Simple Local Polynomial Density Estimators 0 0 0 15 0 9 12 66
Simple Local Polynomial Density Estimators 0 0 0 16 0 9 18 81
Simple Local Polynomial Density Estimators 0 0 1 11 0 2 7 75
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 3 6 128
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 2 23 0 3 9 67
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation 0 0 21 21 3 9 21 21
The Regression Discontinuity Design 0 1 2 60 0 8 18 112
The Regression Discontinuity Design in Medical Science 0 0 0 0 2 6 8 8
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 1 6 43 2 7 40 133
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 1 8 13 66
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 3 5 8
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 2 9 13 59
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 1 2 1 2 7 29
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 2 8 12 21
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 1 5 13 50
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 1 1 21 0 4 12 40
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 0 6 13 19
Yurinskii's Coupling for Martingales 0 1 1 12 0 3 12 28
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 2 4 11 81
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 3 4 24
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 1 1 10 0 3 7 31
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 6 10 15 15
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 1 5 8 8
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 1 4 186 4 11 32 624
scpi: Uncertainty Quantification for Synthetic Control Methods 0 1 5 24 0 8 23 79
Total Working Papers 1 20 160 2,584 109 610 1,321 8,162

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 6 22 141
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 4 7 56
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 1 8 12 39
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 7 11 15
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 1 3 6 43 7 14 33 189
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 3 7 78
Binscatter regressions 0 0 4 4 4 16 34 35
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 2 6 13 41
Characteristic-Sorted Portfolios: Estimation and Inference 1 2 2 17 5 9 20 131
Comment 0 0 0 3 0 3 3 26
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 0 1 1 20 1 6 9 64
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 1 7 8 9
Econometric Methods for Program Evaluation 2 2 8 163 6 14 30 554
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 0 2 600 3 10 34 1,489
Estimation of multivalued treatment effects under conditional independence 0 1 3 161 0 9 28 463
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 2 3 9 24
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 1 3 7 41
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 0 7 12 12
Housing, Health, and Happiness 0 1 6 258 2 18 39 853
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 1 2 5 2 6 11 35
Inference in regression discontinuity designs under local randomization 0 1 2 64 3 6 13 241
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 0 5 11 30
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 2 5 11 66
Leveraging covariates in regression discontinuity designs 0 0 0 0 1 7 7 7
Local regression distribution estimators 0 0 1 1 0 7 12 18
Manipulation testing based on density discontinuity 2 2 6 184 4 30 62 707
On Binscatter 0 0 4 15 3 8 33 78
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 2 10 0 5 14 67
Optimal Data-Driven Regression Discontinuity Plots 2 3 5 36 2 10 20 121
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 1 5 2 14 21 31
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 1 8 15 139
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 1 14 0 10 14 124
Power calculations for regression-discontinuity designs 0 0 3 34 3 13 25 167
Prediction Intervals for Synthetic Control Methods 1 1 2 7 1 4 13 39
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 0 6 20 30 1 19 66 103
Regression Discontinuity Designs 2 3 6 45 4 21 52 152
Regression Discontinuity Designs Using Covariates 4 6 17 143 8 22 68 605
Rejoinder 0 0 0 0 1 2 5 20
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 4 6 83
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 1 2 5 70 4 16 43 469
Robust data-driven inference in the regression-discontinuity design 2 7 13 263 9 41 87 941
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 2 13 19 66
Simple Local Polynomial Density Estimators 2 2 5 53 2 12 34 184
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 1 10 24 99
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 5 6 19
rdrobust: Software for regression-discontinuity designs 0 1 8 364 3 36 124 1,188
Total Journal Articles 20 46 139 2,733 95 492 1,154 10,059

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 2 2 3
multi-valued treatment effects 0 0 4 82 0 4 18 254
Total Chapters 0 0 4 82 0 6 20 257

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 8 42 3 12 43 199
POPARMS: Stata module for potential outcome parameter estimation 0 0 5 278 1 4 16 1,227
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 2 16 100 6 18 94 633
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 3 5 39 919 8 36 258 4,701
Total Software Items 4 8 68 1,339 18 70 411 6,760

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Statistics updated 2026-04-09