Access Statistics for Matias D. Cattaneo

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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 2 3 3 42 2 3 5 19
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 1 4 33 1 4 10 38
A Practical Introduction to Regression Discontinuity Designs: Foundations 3 8 29 145 4 13 56 437
A Random Attention Model 0 0 0 6 0 0 1 29
A Random Attention Model 0 0 0 51 0 0 1 107
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 0 0 0 133
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 0 0 0 14
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 0 53
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 1 1
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 0 30 0 2 4 88
Attention Overload 0 0 1 21 0 0 2 18
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 0 2 25
Beta-Sorted Portfolios 0 0 0 3 0 0 1 13
Beta-Sorted Portfolios 0 0 0 24 0 0 6 53
Beta-sorted portfolios 0 0 1 1 1 1 3 3
Binscatter Regressions 0 1 13 44 1 8 39 189
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 0 4 15
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 0 0 0 42
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 0 0 18
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 0 0 90
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 0 0 74
Bootstrapping density-weighted average derivatives 0 0 0 16 0 1 1 109
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 0 1 1 7
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 1 10 0 0 2 11
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 1 1 1 54
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 41 0 1 1 92
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 1 2 0 0 1 2
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 0 0 1
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 6 9 9 0 3 7 7
Covariate Adjustment in Regression Discontinuity Designs 0 0 1 25 0 0 11 44
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 0 1 1 72
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 1 1 2 61 1 2 3 124
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 2 2 5
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 0 1 82
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 1 4 9
Housing, Health and Happiness 0 0 3 182 0 2 8 574
Housing, health, and happiness 0 0 2 388 1 1 15 1,182
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 5 0 2 3 23
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 1 3 0 1 2 52
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 50 1 1 2 97
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 1 0 1 4 7
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 0 5 29
Local Regression Distribution Estimators 0 0 0 17 0 0 0 22
Local regression distribution estimators 0 0 0 0 0 1 2 9
Local regression distribution estimators 0 0 1 3 0 0 1 11
Nonlinear Binscatter Methods 0 0 2 2 0 0 2 2
Nonlinear Binscatter Methods 0 0 5 5 0 0 6 6
On Binscatter 0 0 1 27 1 2 7 74
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 0 0 2 5
On binscatter 0 0 2 22 0 2 7 96
On binscatter 1 1 3 3 2 4 9 9
On binscatter: binscatter plots 0 0 0 0 0 2 4 4
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 0 0 1 60
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 3 4 57 2 8 24 220
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 0 37 0 0 1 156
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 0 2 32
Regression Discontinuity Designs 0 0 1 58 2 7 20 75
Regression Discontinuity Designs Using Covariates 0 0 4 66 0 1 7 123
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 0 0 89
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 2 5 5 5 4 5 5 5
Robust Inference in Regression-Discontinuity Designs 0 0 2 67 2 3 12 290
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 0 1 1 3
Simple Local Polynomial Density Estimators 0 0 0 16 0 0 2 63
Simple Local Polynomial Density Estimators 0 0 1 10 0 0 6 68
Simple Local Polynomial Density Estimators 0 0 2 15 0 3 13 54
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 0 0 122
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 0 21 21 1 1 59 59
The Regression Discontinuity Design 0 0 0 58 0 0 4 94
Treatment Effect Heterogeneity in Regression Discontinuity Designs 4 41 41 41 9 102 102 102
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 0 0 3 53
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 0 0 0 3
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 1 1 46
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 1 2 2 23
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 0 0 0 37
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 1 2 9
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 1 20 1 3 12 29
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 4 4 0 0 6 6
Yurinskii's Coupling for Martingales 0 0 0 11 0 1 2 16
lpdensity: Local Polynomial Density Estimation and Inference 0 0 1 28 0 1 5 70
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 1 9 0 1 3 24
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 0 1 6 182 5 9 37 597
scpi: Uncertainty Quantification for Synthetic Control Methods 2 4 7 21 3 9 24 59
Total Working Papers 15 75 187 2,439 46 222 607 6,887

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 0 16 2 3 10 121
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 3 49
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 0 0 0 27
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 1 1 4
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 1 1 4 38 1 2 16 157
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 0 0 71
Binscatter regressions 1 1 1 1 1 2 2 2
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 0 0 1 28
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 1 15 0 2 14 111
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 1 19 1 2 4 56
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 0 0 1
Econometric Methods for Program Evaluation 2 4 12 157 2 12 54 526
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 2 23 598 2 8 60 1,457
Estimation of multivalued treatment effects under conditional independence 0 1 4 158 0 1 14 435
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 0 2 15
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 1 2 34
Housing, Health, and Happiness 1 2 9 253 1 2 18 815
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 3 0 0 1 24
Inference in regression discontinuity designs under local randomization 1 1 1 63 1 2 7 229
Introduction to the Special Section on Synthetic Control Methods 0 0 0 9 0 1 3 19
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 1 5 0 0 2 55
Local regression distribution estimators 0 0 0 0 0 1 5 6
Manipulation testing based on density discontinuity 0 0 7 178 3 8 27 648
On Binscatter 2 2 13 13 4 6 49 49
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 8 0 0 5 53
Optimal Data-Driven Regression Discontinuity Plots 0 1 3 31 1 3 8 102
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 1 3 4 0 2 6 10
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 1 4 124
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 0 13 0 0 0 110
Power calculations for regression-discontinuity designs 0 0 4 31 1 3 15 143
Prediction Intervals for Synthetic Control Methods 0 1 1 5 0 1 6 26
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 2 4 12 12 3 10 40 40
Regression Discontinuity Designs 0 4 17 39 1 11 39 101
Regression Discontinuity Designs Using Covariates 1 3 23 127 1 10 64 538
Rejoinder 0 0 0 0 0 0 0 15
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 1 2 2 78
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 0 1 5 65 1 5 32 427
Robust data-driven inference in the regression-discontinuity design 0 3 18 250 2 11 43 856
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 0 1 47
Simple Local Polynomial Density Estimators 2 3 19 50 2 5 39 152
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 1 1 2 76
Uniform Inference for Kernel Density Estimators with Dyadic Data 0 0 0 0 0 0 13 13
rdrobust: Software for regression-discontinuity designs 1 4 15 357 2 10 50 1,066
Total Journal Articles 14 39 197 2,608 34 129 664 8,939

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 1 1 1
multi-valued treatment effects 1 2 5 79 2 3 12 238
Total Chapters 1 2 5 79 2 4 13 239

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 1 4 9 35 1 11 30 157
POPARMS: Stata module for potential outcome parameter estimation 0 2 6 273 1 5 34 1,212
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 6 15 85 9 23 84 548
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 4 17 72 884 23 77 341 4,466
Total Software Items 6 29 102 1,277 34 116 489 6,383

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Statistics updated 2025-05-12