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 3 4 9 25
A Practical Introduction to Regression Discontinuity Designs: Extensions 3 4 6 37 4 10 18 50
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 4 24 152 3 13 54 464
A Random Attention Model 0 0 0 6 0 0 0 29
A Random Attention Model 0 0 0 51 1 3 3 110
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 67 2 3 3 136
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 5 6 6 59
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 2 2 3
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 2 2 32 0 5 8 94
Attention Overload 0 0 2 22 1 2 4 21
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 0 3 26
Beta-Sorted Portfolios 0 0 0 3 2 4 4 17
Beta-Sorted Portfolios 0 0 0 24 1 1 4 55
Beta-sorted portfolios 0 0 1 1 1 2 6 6
Binscatter Regressions 0 0 3 45 1 5 21 198
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 2 3 5 18
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 1 2 2 44
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 2 2 2 20
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 2 3 4 94
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 1 2 2 76
Bootstrapping density-weighted average derivatives 0 0 0 16 0 0 3 111
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 0 0 1 7
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 4 5 6 16
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 42 0 1 3 94
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 0 2 55
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 1 1 2 3
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 2 0 0 0 2
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 9 9 1 3 13 13
Covariate Adjustment in Regression Discontinuity Designs 0 0 1 26 2 5 18 59
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 0 1 5 76
Estimation and Inference in Boundary Discontinuity Designs: Distance-Based Methods 14 14 14 14 2 2 2 2
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 0 14 14 2 4 14 14
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 1 2 62 3 6 12 134
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 0 2 5
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 1 1 2 84
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 1 1 4 10
Housing, Health and Happiness 0 0 1 183 3 5 14 585
Housing, health, and happiness 0 0 0 388 2 4 10 1,188
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 0 2 23
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 2 2 4 55
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 3 3 6 101
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 2 3 4 10
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 1 1 2 30
Leveraging Covariates in Regression Discontinuity Designs 0 9 9 9 0 4 5 5
Local Regression Distribution Estimators 0 0 1 18 1 3 4 26
Local regression distribution estimators 0 0 0 0 0 0 1 9
Local regression distribution estimators 0 0 0 3 0 0 0 11
Nonlinear Binscatter Methods 0 1 1 6 0 2 4 9
Nonlinear Binscatter Methods 0 0 0 2 2 4 6 7
On Binscatter 0 0 0 27 0 4 7 79
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 2 4 7
On binscatter 0 0 0 22 1 1 3 97
On binscatter 0 1 2 4 6 7 13 18
On binscatter: binscatter plots 0 1 2 2 1 2 6 8
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 5 7 8 68
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 1 5 11 65 4 20 53 262
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 1 1 38 4 7 7 163
Prediction Intervals for Synthetic Control Methods 0 0 0 5 1 1 2 33
Regression Discontinuity Designs 0 1 5 63 6 12 35 100
Regression Discontinuity Designs Using Covariates 0 0 0 66 0 3 6 128
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 2 3 3 92
Robust Inference for Convex Pairwise Difference Estimators 1 3 3 3 1 3 3 3
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 0 1 6 6 0 1 7 7
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 1 1 7 293
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 0 0 2 4
Simple Local Polynomial Density Estimators 0 0 1 11 0 0 3 70
Simple Local Polynomial Density Estimators 0 0 2 15 0 0 7 55
Simple Local Polynomial Density Estimators 0 0 0 16 4 6 8 70
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 1 3 3 125
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 1 2 23 0 3 7 63
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation 0 21 21 21 0 8 8 8
The Regression Discontinuity Design 0 0 1 59 2 3 6 100
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 5 11 120 120
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 1 3 4 56
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 1 2 4 49
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 0 0 3
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 0 4 25
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 1 3 4 41
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 0 1 9
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 0 20 1 1 8 32
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 1 3 6 11
Yurinskii's Coupling for Martingales 0 0 0 11 2 5 8 22
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 2 4 7 76
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 0 1 20
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 0 0 9 1 1 3 26
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 0 3 3 3
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 0 1 1 1
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 3 5 185 4 10 24 609
scpi: Uncertainty Quantification for Synthetic Control Methods 0 0 7 23 2 3 20 67
Total Working Papers 20 73 208 2,552 125 281 741 7,330

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 1 5 17 132
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 1 1 1 50
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 1 3 3 30
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 1 1 3 6
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 1 3 40 2 6 19 170
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 2 2 3 74
Binscatter regressions 1 1 4 4 3 6 16 16
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 2 5 6 34
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 15 1 2 11 117
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 1 4 57
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 6 33 538
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 1 1 11 600 6 14 37 1,476
Estimation of multivalued treatment effects under conditional independence 0 0 3 160 2 5 19 453
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 2 3 6 19
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 1 1 4 37
Housing, Health, and Happiness 0 0 6 257 2 6 17 828
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 1 1 1 4 3 4 4 28
Inference in regression discontinuity designs under local randomization 0 0 1 63 1 2 5 232
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 0 1 6 23
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 2 4 5 60
Leveraging covariates in regression discontinuity designs 0 0 0 0 0 0 0 0
Local regression distribution estimators 0 0 1 1 2 2 6 10
Manipulation testing based on density discontinuity 0 3 4 182 5 19 35 674
On Binscatter 0 0 7 15 5 8 27 63
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 1 2 10 2 4 6 58
Optimal Data-Driven Regression Discontinuity Plots 0 1 3 32 2 4 10 107
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 3 5 1 4 11 17
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 1 1 6 128
Optimal inference for instrumental variables regression with non-Gaussian errors 0 1 1 14 1 2 3 113
Power calculations for regression-discontinuity designs 0 0 3 34 2 4 13 152
Prediction Intervals for Synthetic Control Methods 0 0 2 6 2 3 6 31
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 2 6 20 24 6 19 58 80
Regression Discontinuity Designs 0 0 9 42 4 9 33 121
Regression Discontinuity Designs Using Covariates 1 4 17 137 6 16 57 574
Rejoinder 0 0 0 0 2 3 3 18
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 0 2 78
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 1 1 3 66 4 10 33 447
Robust data-driven inference in the regression-discontinuity design 1 1 12 255 11 26 59 893
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 3 4 6 52
Simple Local Polynomial Density Estimators 0 0 9 51 6 15 32 170
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 3 3 12 87
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 0 13 13
rdrobust: Software for regression-discontinuity designs 0 0 9 361 15 21 56 1,102
Total Journal Articles 8 25 146 2,681 119 256 707 9,393

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 2 2 6 81 3 4 13 245
Total Chapters 2 2 6 81 3 4 14 246

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 12 41 5 12 49 187
POPARMS: Stata module for potential outcome parameter estimation 0 1 8 277 0 2 22 1,221
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 2 6 22 98 12 39 90 607
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 3 7 57 912 17 71 302 4,632
Total Software Items 5 15 99 1,328 34 124 463 6,647

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Statistics updated 2025-12-06