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 1 4 43 1 3 6 22
A Practical Introduction to Regression Discontinuity Designs: Extensions 1 1 3 34 6 6 15 46
A Practical Introduction to Regression Discontinuity Designs: Foundations 1 3 25 151 7 13 53 461
A Random Attention Model 0 0 0 51 2 2 2 109
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 67 1 1 1 134
Alternative Asymptotics and the Partially Linear Model with Many Regressors 0 0 0 0 1 1 2 16
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 1 1 54
Alternative asymptotics and the partially linear model with many regressors 0 0 0 0 1 2 2 3
Analysis of Regression Discontinuity Designs with Multiple Cutoffs or Multiple Scores 1 2 2 32 4 5 8 94
Attention Overload 0 0 2 22 0 1 3 20
Average Density Estimators: Efficiency and Bootstrap Consistency 0 0 0 21 0 0 3 26
Beta-Sorted Portfolios 0 0 0 3 1 2 2 15
Beta-Sorted Portfolios 0 0 0 24 0 0 3 54
Beta-sorted portfolios 0 0 1 1 0 1 5 5
Binscatter Regressions 0 0 5 45 4 5 22 197
Bootstrap-Assisted Inference for Generalized Grenander-type Estimators 0 0 0 13 0 1 3 16
Bootstrap-Based Inference for Cube Root Asymptotics 0 0 0 16 1 1 1 43
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 1 2 2 92
Bootstrapping Kernel-Based Semiparametric Estimators 0 0 0 67 1 1 1 75
Bootstrapping density-weighted average derivatives 0 0 0 16 0 0 3 111
Boundary Adaptive Local Polynomial Conditional Density Estimators 0 0 0 10 0 1 2 12
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 8 0 0 2 55
Characteristic-Sorted Portfolios: Estimation and Inference 0 1 1 42 1 2 3 94
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 5 0 1 1 2
Continuity of the Distribution Function of the argmax of a Gaussian Process 0 0 9 9 2 4 12 12
Covariate Adjustment in Regression Discontinuity Designs 0 1 1 26 3 8 17 57
Coverage Error Optimal Confidence Intervals for Local Polynomial Regression 0 0 0 33 1 2 5 76
Estimation and Inference in Boundary Discontinuity Designs: Location-Based Methods 0 0 14 14 2 6 12 12
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 1 2 62 1 4 9 131
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 29 0 1 1 83
Higher-order Refinements of Small Bandwidth Asymptotics for Density-Weighted Average Derivative Estimators 0 0 0 12 0 0 3 9
Housing, Health and Happiness 0 1 2 183 0 4 12 582
Housing, health, and happiness 0 0 1 388 1 3 11 1,186
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity 0 0 0 3 0 1 2 53
Inference in linear regression models with many covariates and heteroskedasticity 0 0 0 1 1 1 2 8
Inference in linear regression models with many covariates and heteroskedasticity 0 0 1 51 0 0 3 98
Large Sample Properties of Partitioning-Based Series Estimators 0 0 0 39 0 0 1 29
Leveraging Covariates in Regression Discontinuity Designs 1 9 9 9 1 5 5 5
Local Regression Distribution Estimators 0 0 1 18 1 2 3 25
Nonlinear Binscatter Methods 0 0 0 2 2 2 4 5
Nonlinear Binscatter Methods 0 1 1 6 1 2 4 9
On Binscatter 0 0 0 27 1 4 8 79
On Rosenbaum's Rank-based Matching Estimator 0 0 0 4 2 2 4 7
On binscatter 0 0 0 22 0 0 2 96
On binscatter 1 1 2 4 1 1 7 12
On binscatter: binscatter plots 0 2 2 2 0 2 5 7
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 0 0 0 10 2 3 3 63
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs 3 4 11 64 12 22 59 258
Optimal Inference for Instrumental Variables Regression with non-Gaussian Errors 1 1 1 38 2 3 4 159
Prediction Intervals for Synthetic Control Methods 0 0 0 5 0 0 1 32
Regression Discontinuity Designs 1 2 5 63 4 10 30 94
Regression Discontinuity Designs Using Covariates 0 0 0 66 2 4 6 128
Robust Data-Driven Inference for Density-Weighted Average Derivatives 0 0 0 22 1 1 1 90
Robust Inference for Convex Pairwise Difference Estimators 2 2 2 2 2 2 2 2
Robust Inference for the Direct Average Treatment Effect with Treatment Assignment Interference 1 1 6 6 1 2 7 7
Robust Inference in Regression-Discontinuity Designs 0 0 1 68 0 1 6 292
Simple Local Polynomial Density Estimators 0 0 0 16 2 3 4 66
Small Bandwidth Asymptotics for Density-Weighted Average Derivatives 0 0 0 23 2 2 2 124
Strong Approximations for Empirical Processes Indexed by Lipschitz Functions 0 2 2 23 1 4 7 63
The Honest Truth About Causal Trees: Accuracy Limits for Heterogeneous Treatment Effect Estimation 21 21 21 21 6 8 8 8
The Regression Discontinuity Design 0 0 1 59 1 1 5 98
The Regression Discontinuity Design in Medical Science 0 0 0 0 0 2 2 2
Treatment Effect Heterogeneity in Regression Discontinuity Designs 0 1 42 42 4 8 115 115
Treatment Effects with Many Covariates and Heteroskedasticity 0 0 0 22 2 2 3 55
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 1 2 3 48
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 16 2 2 3 40
Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption 0 0 0 20 0 1 7 31
Uniform Estimation and Inference for Nonparametric Partitioning-Based M-Estimators 0 0 0 4 1 3 5 10
Yurinskii's Coupling for Martingales 0 0 0 11 1 3 6 20
lpdensity: Local Polynomial Density Estimation and Inference 0 0 0 28 1 3 5 74
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 0 1 2 25
rd2d: Causal Inference in Boundary Discontinuity Designs 0 0 0 0 3 3 3 3
rdhte: Conditional Average Treatment Effects in RD Designs 0 0 0 0 1 1 1 1
rdlocrand: a Stata Package for Inference in Regression Discontinuity Designs under Local Randomizati 2 3 5 185 3 6 24 605
scpi: Uncertainty Quantification for Synthetic Control Methods 0 0 7 23 1 1 20 65
Total Working Papers 36 61 192 2,488 111 210 623 6,956
12 registered items for which data could not be found

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A Random Attention Model 2 2 2 18 4 6 17 131
A martingale decomposition for quadratic forms of Markov chains (with applications) 0 0 0 8 0 0 1 49
ALTERNATIVE ASYMPTOTICS AND THE PARTIALLY LINEAR MODEL WITH MANY REGRESSORS 0 0 0 5 1 2 2 29
AVERAGE DENSITY ESTIMATORS: EFFICIENCY AND BOOTSTRAP CONSISTENCY 0 0 0 0 0 1 2 5
Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores 1 2 3 40 2 8 17 168
BOOTSTRAPPING DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 11 0 0 1 72
Binscatter regressions 0 1 3 3 2 4 13 13
Bootstrap‐Based Inference for Cube Root Asymptotics 0 0 0 3 3 3 4 32
Characteristic-Sorted Portfolios: Estimation and Inference 0 0 0 15 0 2 11 116
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 0 0 4 56
Context-Dependent Heterogeneous Preferences: A Comment on Barseghyan and Molinari (2023) 0 0 0 0 1 1 1 2
Econometric Methods for Program Evaluation 1 1 9 161 4 5 33 536
Efficient semiparametric estimation of multi-valued treatment effects under ignorability 0 1 11 599 5 11 33 1,470
Estimation of multivalued treatment effects under conditional independence 0 0 4 160 3 6 20 451
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity Designs 0 0 0 1 1 2 4 17
Generalized Jackknife Estimators of Weighted Average Derivatives 0 0 0 1 0 2 3 36
Housing, Health, and Happiness 0 0 8 257 3 5 18 826
Inference in Linear Regression Models with Many Covariates and Heteroscedasticity 0 0 0 3 1 1 2 25
Inference in regression discontinuity designs under local randomization 0 0 1 63 1 2 4 231
Introduction to the Special Section on Synthetic Control Methods 0 0 1 10 1 2 6 23
Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency 0 0 0 5 2 2 3 58
Local regression distribution estimators 0 0 1 1 0 0 5 8
Manipulation testing based on density discontinuity 1 3 5 182 7 16 34 669
On Binscatter 0 2 7 15 2 5 24 58
On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference 1 1 2 10 2 2 4 56
Optimal Data-Driven Regression Discontinuity Plots 1 1 3 32 1 3 8 105
Optimal bandwidth choice for robust bias-corrected inference in regression discontinuity designs 0 0 3 5 3 4 10 16
Optimal convergence rates, Bahadur representation, and asymptotic normality of partitioning estimators 0 0 0 35 0 0 5 127
Optimal inference for instrumental variables regression with non-Gaussian errors 1 1 1 14 1 2 2 112
Power calculations for regression-discontinuity designs 0 2 4 34 2 4 13 150
Prediction Intervals for Synthetic Control Methods 0 0 2 6 1 1 4 29
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate 3 5 21 22 10 15 61 74
Regression Discontinuity Designs 0 0 11 42 3 9 33 117
Regression Discontinuity Designs Using Covariates 2 5 21 136 8 16 63 568
Rejoinder 0 0 0 0 1 1 1 16
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 0 0 3 65 5 7 33 443
Robust data-driven inference in the regression-discontinuity design 0 2 14 254 13 19 53 882
SMALL BANDWIDTH ASYMPTOTICS FOR DENSITY-WEIGHTED AVERAGE DERIVATIVES 0 0 0 7 1 1 3 49
Simple Local Polynomial Density Estimators 0 0 11 51 9 9 28 164
Two-Step Estimation and Inference with Possibly Many Included Covariates 0 0 0 6 0 2 9 84
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 10 361 6 9 48 1,087
Total Journal Articles 13 29 162 2,673 109 190 655 9,274

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 1 1
multi-valued treatment effects 0 0 4 79 1 2 10 242
Total Chapters 0 0 4 79 1 2 11 243

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 12 41 5 13 44 182
POPARMS: Stata module for potential outcome parameter estimation 0 2 9 277 0 3 24 1,221
RDDENSITY: Stata module to perform Manipulation Testing Using Local Polynomial Density Estimation 3 7 21 96 18 34 85 595
RDROBUST: Stata module to provide robust data-driven inference in the regression-discontinuity design 2 11 63 909 36 95 320 4,615
Total Software Items 5 22 105 1,323 59 145 473 6,613

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