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 39 1 1 5 14
A Practical Introduction to Regression Discontinuity Designs: Extensions 0 0 5 29 0 2 16 28
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 6 16 116 2 16 44 381
A Random Attention Model 0 0 1 6 0 1 3 28
A Random Attention Model 0 0 0 51 0 0 10 106
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 67 0 0 0 133
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 0 0
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 0 0 0 53
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 0 0 2 30 0 0 7 84
Attention Overload 0 0 0 20 0 0 3 16
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 0 0 23
Beta-Sorted Portfolios 1 2 3 3 1 3 12 12
Beta-Sorted Portfolios 0 1 5 24 0 3 24 47
Binscatter Regressions 1 4 12 31 1 9 28 150
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 13 13 0 0 11 11
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 0 0 1 42
Bootstrap-Based Inference for Cube Root Consistent Estimators 0 0 0 2 0 0 1 18
Bootstrapping Density-Weighted Average Derivatives 0 0 0 18 0 0 2 90
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 0 0 0 74
Bootstrapping density-weighted average derivatives 0 0 0 16 0 0 0 108
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 0 0 0 1 6
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 9 0 0 2 9
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 0 0 53
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 41 0 0 3 91
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 1 1 0 0 1 1
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 5 5 0 0 1 1
Covariate Adjustment in Regression Discontinuity Designs 0 0 2 24 0 1 11 33
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 0 0 4 71
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 59 0 1 3 121
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 0 0 0 1 3
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 0 2 81
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 2 2 5
Housing, Health and Happiness 0 0 4 179 1 1 13 566
Housing, health, and happiness 0 0 0 386 0 0 10 1,167
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 1 1 5 0 1 5 20
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 2 0 0 1 50
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 0 0 1 3 3
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 50 0 0 3 95
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 0 1 24
Local Regression Distribution Estimators 0 0 0 17 0 0 1 22
Local regression distribution estimators 0 0 0 2 0 0 1 10
Local regression distribution estimators 0 0 0 0 0 0 0 7
On Binscatter 0 0 0 26 1 2 7 67
On Rosenbaum's Rank-based Matching Estimator 0 4 4 4 0 3 3 3
On binscatter 0 0 0 20 1 3 6 89
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 1 1 1 10 1 1 3 59
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 0 1 2 53 0 2 21 196
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 0 0 0 37 0 0 1 155
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 1 4 30
Regression Discontinuity Designs 0 0 3 57 0 1 16 55
Regression Discontinuity Designs Using Covariates 0 0 4 62 0 0 10 116
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 0 0 0 89
Robust Inference in Regression-Discontinuity Designs 0 0 4 65 1 2 15 278
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 0 0 0 0 2
Simple Local Polynomial Density Estimators 0 0 0 9 0 0 1 62
Simple Local Polynomial Density Estimators 0 1 2 13 4 5 10 41
Simple Local Polynomial Density Estimators 0 0 1 16 1 2 8 61
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 0 0 0 122
The Regression Discontinuity Design 0 0 4 58 1 1 15 90
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 0 1 2 50
Treatment effects with many covariates and heteroskedasticity 0 0 0 0 1 2 3 3
Treatment effects with many covariates and heteroskedasticity 0 0 0 5 0 0 1 45
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 0 2 7
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 0 0 1 37
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 1 0 0 2 21
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 0 19 2 4 8 17
Yurinskii's Coupling for Martingales 0 0 1 11 1 1 4 14
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 27 1 2 6 65
lspartition: Partitioning-Based Least Squares Regression 0 0 0 2 0 0 2 19
nprobust: Nonparametric Kernel-Based Estimation and Robust Bias-Corrected Inference 0 0 0 8 0 0 0 21
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 2 4 22 176 4 11 72 560
scpi: Uncertainty Quantification for Synthetic Control Methods 1 1 7 14 1 5 16 35
Total Working Papers 7 26 129 2,252 26 91 475 6,280


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 4 16 0 4 17 111
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 1 46
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 2 5 0 0 2 27
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 1 3 3
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 0 1 9 34 5 10 34 141
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 0 0 71
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 1 2 5 27
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 3 14 1 4 11 97
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 1 3 18 0 1 4 52
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 0 0 1 1
Econometric Methods for Program Evaluation 3 9 24 145 7 24 96 472
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 7 16 62 575 11 36 147 1,397
Estimation of multivalued treatment effects under conditional independence 3 4 7 154 3 5 14 421
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 0 1 4 13
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 0 1 32
Housing, Health, and Happiness 0 0 2 244 1 3 15 797
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 3 0 1 3 23
Inference in regression discontinuity designs under local randomization 1 1 8 62 1 3 18 222
Introduction to the Special Section on Synthetic Control Methods 0 0 0 9 0 0 2 16
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 4 0 1 4 53
Manipulation testing based on density discontinuity 2 2 5 171 2 8 37 621
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 8 0 2 5 48
Optimal Data-Driven Regression Discontinuity Plots 2 2 3 28 2 3 15 94
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 1 1 1 1 2 2 4
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 0 5 120
Optimal inference for instrumental variables regression with non-Gaussian errors 0 0 0 13 0 0 3 110
Power calculations for regression-discontinuity designs 0 0 3 27 1 1 13 128
Prediction Intervals for Synthetic Control Methods 0 0 1 4 0 1 4 20
Regression Discontinuity Designs 1 3 14 22 3 11 43 62
Regression Discontinuity Designs Using Covariates 2 3 16 104 6 13 59 474
Rejoinder 0 0 0 0 0 0 0 15
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 10 0 0 0 76
Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs 1 2 11 60 3 13 58 395
Robust data-driven inference in the regression-discontinuity design 1 7 16 232 4 11 59 813
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 0 0 0 46
Simple Local Polynomial Density Estimators 5 7 12 31 10 15 44 113
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 1 8 74
rdrobust: Software for regression-discontinuity designs 1 4 17 342 1 12 66 1,016
Total Journal Articles 29 64 223 2,411 63 189 803 8,274


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 0 0
multi-valued treatment effects 0 0 2 74 1 2 9 226
Total Chapters 0 0 2 74 1 2 9 226


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 2 10 26 4 10 41 127
POPARMS: Stata module for potential outcome parameter estimation 1 3 8 267 4 16 50 1,178
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 1 3 30 70 12 34 202 464
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 2 16 84 812 40 107 516 4,125
Total Software Items 4 24 132 1,175 60 167 809 5,894


Statistics updated 2024-05-04