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 4 43 4 8 13 29
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 4 5 37 6 16 23 56
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 3 23 153 6 16 54 470
A Random Attention Model 0 0 0 51 1 4 4 111
A Random Attention Model 0 0 0 6 1 1 1 30
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 1 4 4 137
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 0 1 2 16
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 2 3 4
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 7 7 60
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 1 2 32 0 4 8 94
Attention Overload 0 0 2 22 2 3 6 23
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 0 3 26
Beta-Sorted Portfolios 0 0 0 3 1 4 5 18
Beta-Sorted Portfolios 0 0 0 24 1 2 4 56
Beta-sorted portfolios 0 0 0 1 1 2 7 7
Binscatter Regressions 0 0 2 45 3 8 21 201
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 2 4 18
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 0 2 2 44
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 1 3 3 21
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 2 5 6 96
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 2 4 4 78
Bootstrapping density-weighted average derivatives 0 0 0 16 3 3 6 114
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 3 3 4 10
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 2 6 8 18
Boundary Discontinuity Designs: Theory and Practice 0 8 8 8 1 18 18 18
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 3 3 5 58
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 1 2 4 95
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 0 0 2
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 1 2 3 4
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 9 9 2 5 15 15
Covariate Adjustment in Regression Discontinuity Designs 0 0 1 26 1 6 17 60
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 2 3 7 78
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 0 14 14 14 1 3 3 3
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 0 14 14 2 6 16 16
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 2 62 2 6 14 136
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 1 1 3 6
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 2 3 4 86
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 1 2 4 11
Housing, Health and Happiness 0 0 1 183 3 6 17 588
Housing, health, and happiness 0 0 0 388 3 6 11 1,191
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 2 2 4 25
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 0 2 4 55
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 0 3 4 10
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 2 5 8 103
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 2 3 3 32
Leveraging Covariates in Regression Discontinuity Designs 0 1 9 9 2 3 7 7
Local Regression Distribution Estimators 0 0 1 18 14 16 18 40
Local regression distribution estimators 0 0 0 3 1 1 1 12
Local regression distribution estimators 0 0 0 0 0 0 1 9
Nonlinear Binscatter Methods 0 0 0 2 1 5 7 8
Nonlinear Binscatter Methods 0 0 1 6 7 8 11 16
On Binscatter 0 0 0 27 3 4 10 82
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 1 3 4 8
On binscatter 0 0 0 22 2 3 5 99
On binscatter 0 1 2 4 7 14 20 25
On binscatter: binscatter plots 0 0 2 2 0 1 6 8
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 1 8 9 69
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 2 6 13 67 4 20 56 266
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 1 1 38 4 10 11 167
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 1 2 33
Regression Discontinuity Designs 0 1 5 63 6 16 41 106
Regression Discontinuity Designs Using Covariates 0 0 0 66 2 4 8 130
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 3 3 92
Robust Inference for Convex Pairwise Difference Estimators 0 3 3 3 0 3 3 3
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 1 6 6 7 8 14 14
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 4 5 10 297
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 3 3 5 7
Simple Local Polynomial Density Estimators 0 0 2 15 2 2 8 57
Simple Local Polynomial Density Estimators 0 0 0 16 2 8 10 72
Simple Local Polynomial Density Estimators 0 0 1 11 3 3 6 73
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 3 3 125
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 2 23 1 2 7 64
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation 0 21 21 21 4 10 12 12
The Regression Discontinuity Design 0 0 1 59 4 7 10 104
The Regression Discontinuity Design in Medical Science 0 0 0 0 0 0 2 2
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 0 42 42 6 15 126 126
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 2 5 5 58
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 2 2 2 5
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 1 3 5 50
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 4 7 8 45
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 4 4 5 13
Two-Step Estimation and Inference with Possibly Many Included Covariates 1 1 1 2 2 2 6 27
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 0 20 4 5 11 36
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 2 4 7 13
Yurinskii's Coupling for Martingales 0 0 0 11 3 6 10 25
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 1 4 8 77
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 1 1 2 21
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 0 0 9 2 3 5 28
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 2 5 5 5
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 2 3 3 3
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 2 4 185 4 11 26 613
scpi: Uncertainty Quantification for Synthetic Control Methods 0 0 6 23 4 7 23 71
Total Working Papers 4 68 213 2,564 205 458 933 7,552

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 2 2 18 3 8 18 135
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 2 3 3 52
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 1 3 4 31
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 2 3 5 8
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 1 3 40 5 9 22 175
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 1 3 4 75
Binscatter regressions 0 1 4 4 3 8 19 19
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 1 6 7 35
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 15 5 6 15 122
Comment 0 0 0 3 0 0 0 23
Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality 0 0 0 19 1 2 4 58
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 1 1 2
Econometric Methods for Program Evaluation 0 1 9 161 2 8 30 540
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 1 7 600 3 14 34 1,479
Estimation of multivalued treatment effects under conditional independence 0 0 3 160 1 6 20 454
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 2 5 6 21
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 1 2 5 38
Higher-order refinements of small bandwidth asymptotics for density-weighted average derivative estimators 0 0 0 0 5 5 5 5
Housing, Health, and Happiness 0 0 6 257 7 12 24 835
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 1 1 4 1 5 5 29
Inference in regression discontinuity designs under local randomization 0 0 1 63 3 5 8 235
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 2 3 7 25
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 1 5 6 61
Leveraging covariates in regression discontinuity designs 0 0 0 0 0 0 0 0
Local regression distribution estimators 0 0 1 1 1 3 6 11
Manipulation testing based on density discontinuity 0 1 4 182 3 15 37 677
On Binscatter 0 0 6 15 7 14 32 70
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 1 2 10 4 8 9 62
Optimal Data-Driven Regression Discontinuity Plots 1 2 4 33 4 7 14 111
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 2 5 0 4 10 17
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 3 4 9 131
Optimal inference for instrumental variables regression with non-Gaussian errors 0 1 1 14 1 3 4 114
Power calculations for regression-discontinuity designs 0 0 3 34 2 6 14 154
Prediction Intervals for Synthetic Control Methods 0 0 2 6 4 7 10 35
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 0 5 19 24 4 20 61 84
Regression Discontinuity Designs 0 0 7 42 10 17 41 131
Regression Discontinuity Designs Using Covariates 0 3 14 137 9 23 59 583
Rejoinder 0 0 0 0 0 3 3 18
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 1 1 3 79
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 2 3 4 68 6 15 34 453
Robust data-driven inference in the regression-discontinuity design 1 2 12 256 7 31 62 900
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 1 5 6 53
Simple Local Polynomial Density Estimators 0 0 8 51 2 17 31 172
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 2 5 14 89
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 1 1 14 14
rdrobust: Software for regression-discontinuity designs 2 2 11 363 50 71 101 1,152
Total Journal Articles 6 27 137 2,687 174 402 826 9,567

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 0 1 1
multi-valued treatment effects 1 3 6 82 5 9 16 250
Total Chapters 1 3 6 82 5 9 17 251

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 10 41 0 10 44 187
POPARMS: Stata module for potential outcome parameter estimation 1 1 7 278 2 2 16 1,223
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 0 5 20 98 8 38 92 615
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 2 7 56 914 33 86 306 4,665
Total Software Items 3 13 93 1,331 43 136 458 6,690

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Statistics updated 2026-01-09