Details about Yuya Sasaki
Access statistics for papers by Yuya Sasaki.
Last updated 2025-03-14. Update your information in the RePEc Author Service.
Short-id: psa1792
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Working Papers
2025
- Genuinely Robust Inference for Clustered Data
Papers, arXiv.org
- Matching $\leq$ Hybrid $\leq$ Difference in Differences
Papers, arXiv.org
- Non-Robustness of the Cluster-Robust Inference: with a Proposal of a New Robust Method
Papers, arXiv.org View citations (3)
- Uniform Limit Theory for Network Data
Papers, arXiv.org
2024
- A Bracketing Relationship for Long-Term Policy Evaluation with Combined Experimental and Observational Data
Papers, arXiv.org
- Estimation and Inference for Causal Functions with Multiway Clustered Data
Papers, arXiv.org View citations (1)
- Extremal quantiles of intermediate orders under two-way clustering
Papers, arXiv.org
- Extreme Quantile Treatment Effects under Endogeneity: Evaluating Policy Effects for the Most Vulnerable Individuals
Papers, arXiv.org
- High-Dimensional Tail Index Regression: with An Application to Text Analyses of Viral Posts in Social Media
Papers, arXiv.org
- Non-Existent Moments of Earnings Growth
Papers, arXiv.org
- Regulation, Emissions and Productivity: Evidence from China’s Eleventh Five-Year Plan
Staff Working Papers, Bank of Canada
- The Informativeness of Combined Experimental and Observational Data under Dynamic Selection
Papers, arXiv.org
2023
- Doubly Robust Estimators with Weak Overlap
Papers, arXiv.org View citations (3)
- Extreme Changes in Changes
Papers, arXiv.org View citations (1)
See also Journal Article Extreme Changes in Changes, Journal of Business & Economic Statistics, Taylor & Francis Journals (2024) (2024)
- Nonrobustness of the conventional cluster–robust inference with three robust alternatives
Economics Virtual Symposium 2023, Stata Users Group
- On Using The Two-Way Cluster-Robust Standard Errors
Papers, arXiv.org View citations (1)
- Standard errors for two-way clustering with serially correlated time effects
Papers, arXiv.org View citations (1)
- Tuning Parameter-Free Nonparametric Density Estimation from Tabulated Summary Data
Papers, arXiv.org 
See also Journal Article Tuning parameter-free nonparametric density estimation from tabulated summary data, Journal of Econometrics, Elsevier (2024) (2024)
2022
- Algorithmic subsampling under multiway clustering
Papers, arXiv.org
- Capital and Labor Income Pareto Exponents in the United States, 1916-2019
Papers, arXiv.org View citations (2)
- Dyadic double/debiased machine learning for analyzing determinants of free trade agreements
Papers, arXiv.org
- Estimation of (static or dynamic) games under equilibrium multiplicity
LSE Research Online Documents on Economics, London School of Economics and Political Science, LSE Library 
Also in STICERD - Econometrics Paper Series, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE (2020) View citations (1) CEPR Discussion Papers, C.E.P.R. Discussion Papers (2020) View citations (1)
See also Journal Article ESTIMATION OF (STATIC OR DYNAMIC) GAMES UNDER EQUILIBRIUM MULTIPLICITY, International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association (2022) (2022)
- Estimation of Average Derivatives of Latent Regressors: With an Application to Inference on Buffer-Stock Saving
Papers, arXiv.org 
Also in Departmental Working Papers, Southern Methodist University, Department of Economics (2022)
- Fixed-k Tail Regression: New Evidence on Tax and Wealth Inequality from Forbes 400
Papers, arXiv.org
- Inference in high-dimensional regression models without the exact or $L^p$ sparsity
Papers, arXiv.org
- Nonparametric Difference-in-Differences in Repeated Cross-Sections with Continuous Treatments
Papers, arXiv.org View citations (3)
See also Journal Article Nonparametric difference-in-differences in repeated cross-sections with continuous treatments, Journal of Econometrics, Elsevier (2023) View citations (7) (2023)
- Unconditional Quantile Regression with High Dimensional Data
Papers, arXiv.org View citations (4)
See also Journal Article Unconditional quantile regression with high‐dimensional data, Quantitative Economics, Econometric Society (2022) (2022)
2021
- Inference for high-dimensional exchangeable arrays
Papers, arXiv.org View citations (7)
See also Journal Article Inference for High-Dimensional Exchangeable Arrays, Journal of the American Statistical Association, Taylor & Francis Journals (2023) View citations (2) (2023)
- Linear programming approach to nonparametric inference under shape restrictions: with an application to regression kink designs
Papers, arXiv.org View citations (2)
- Slow Movers in Panel Data
Papers, arXiv.org View citations (4)
2020
- Fixed-k Inference for Conditional Extremal Quantiles
Papers, arXiv.org 
See also Journal Article Fixed-k Inference for Conditional Extremal Quantiles, Journal of Business & Economic Statistics, Taylor & Francis Journals (2022) View citations (3) (2022)
- Multiway Cluster Robust Double/Debiased Machine Learning
Papers, arXiv.org View citations (5)
See also Journal Article Multiway Cluster Robust Double/Debiased Machine Learning, Journal of Business & Economic Statistics, Taylor & Francis Journals (2022) View citations (9) (2022)
- Testing Finite Moment Conditions for the Consistency and the Root-N Asymptotic Normality of the GMM and M Estimators
Papers, arXiv.org
- Welfare Analysis via Marginal Treatment Effects
Papers, arXiv.org View citations (3)
2019
- Inference based on Kotlarski's Identity
Papers, arXiv.org View citations (4)
- Lasso under Multi-way Clustering: Estimation and Post-selection Inference
Papers, arXiv.org View citations (3)
- Post-Selection Inference in Three-Dimensional Panel Data
Papers, arXiv.org View citations (2)
See also Journal Article POST-SELECTION INFERENCE IN THREE-DIMENSIONAL PANEL DATA, Econometric Theory, Cambridge University Press (2023) (2023)
2017
- Constructive Identification of Heterogeneous Elasticities in the Cobb-Douglas Production Function
Papers, arXiv.org View citations (6)
2013
- Nonlinear Difference-in-Differences in Repeated Cross Sections with Continuous Treatments
Boston College Working Papers in Economics, Boston College Department of Economics View citations (11)
Also in CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2013) View citations (11) CeMMAP working papers, Institute for Fiscal Studies (2013)
- Outcome Conditioned Treatment Effects
Boston College Working Papers in Economics, Boston College Department of Economics View citations (7)
Also in CeMMAP working papers, Institute for Fiscal Studies (2013) View citations (1) CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2013) View citations (4)
2011
- On the role of time in nonseparable panel data models
CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies
Journal Articles
2025
- Best Paper Award: Econometric Reviews, 2024
Econometric Reviews, 2025, 44, (1), 1-1
- Fellows and scholars of Econometric Reviews, 2024
Econometric Reviews, 2025, 44, (2), 245-245
2024
- Best Paper Award
Econometric Reviews, 2024, 43, (10), 850-850
- Editorial
Econometric Reviews, 2024, 43, (10), 848-849
- Extreme Changes in Changes
Journal of Business & Economic Statistics, 2024, 42, (2), 812-824 
See also Working Paper Extreme Changes in Changes, Papers (2023) View citations (1) (2023)
- Identification of heterogeneous elasticities in gross-output production functions
Journal of Econometrics, 2024, 238, (2) View citations (1)
- On uniform confidence intervals for the tail index and the extreme quantile
Journal of Econometrics, 2024, 244, (1)
- On “Imputation of Counterfactual Outcomes When the Errors Are Predictable”: Viewing the PUP as the DID and the LDV
Journal of Business & Economic Statistics, 2024, 42, (4), 1133-1136
- Testing and relaxing the exclusion restriction in the control function approach
Journal of Econometrics, 2024, 240, (2) View citations (2)
- Tuning parameter-free nonparametric density estimation from tabulated summary data
Journal of Econometrics, 2024, 238, (1) 
See also Working Paper Tuning Parameter-Free Nonparametric Density Estimation from Tabulated Summary Data, Papers (2023) (2023)
2023
- Diagnostic Testing of Finite Moment Conditions for the Consistency and Root-N Asymptotic Normality of the GMM and M Estimators
Journal of Business & Economic Statistics, 2023, 41, (2), 339-348 View citations (3)
- Dynamic discrete choice models with incomplete data: Sharp identification
Journal of Econometrics, 2023, 236, (1) View citations (1)
- Estimation and inference for policy relevant treatment effects
Journal of Econometrics, 2023, 234, (2), 394-450 View citations (2)
- Inference for High-Dimensional Exchangeable Arrays
Journal of the American Statistical Association, 2023, 118, (543), 1595-1605 View citations (2)
See also Working Paper Inference for high-dimensional exchangeable arrays, Papers (2021) View citations (7) (2021)
- Nonparametric difference-in-differences in repeated cross-sections with continuous treatments
Journal of Econometrics, 2023, 234, (2), 664-690 View citations (7)
See also Working Paper Nonparametric Difference-in-Differences in Repeated Cross-Sections with Continuous Treatments, Papers (2022) View citations (3) (2022)
- POST-SELECTION INFERENCE IN THREE-DIMENSIONAL PANEL DATA
Econometric Theory, 2023, 39, (3), 623-658 
See also Working Paper Post-Selection Inference in Three-Dimensional Panel Data, Papers (2019) View citations (2) (2019)
- robustpf: A command for robust estimation of production functions
Stata Journal, 2023, 23, (1), 86-96
2022
- Average treatment effect estimates robust to the “limited overlap” problem: robustate
Stata Journal, 2022, 22, (2), 344-354
- ESTIMATION AND INFERENCE FOR MOMENTS OF RATIOS WITH ROBUSTNESS AGAINST LARGE TRIMMING BIAS
Econometric Theory, 2022, 38, (1), 66-112 View citations (3)
- ESTIMATION OF (STATIC OR DYNAMIC) GAMES UNDER EQUILIBRIUM MULTIPLICITY
International Economic Review, 2022, 63, (3), 1165-1188 
See also Working Paper Estimation of (static or dynamic) games under equilibrium multiplicity, LSE Research Online Documents on Economics (2022) (2022)
- Fixed-k Inference for Conditional Extremal Quantiles
Journal of Business & Economic Statistics, 2022, 40, (2), 829-837 View citations (3)
See also Working Paper Fixed-k Inference for Conditional Extremal Quantiles, Papers (2020) (2020)
- Multiway Cluster Robust Double/Debiased Machine Learning
Journal of Business & Economic Statistics, 2022, 40, (3), 1046-1056 View citations (9)
See also Working Paper Multiway Cluster Robust Double/Debiased Machine Learning, Papers (2020) View citations (5) (2020)
- Unconditional quantile regression with high‐dimensional data
Quantitative Economics, 2022, 13, (3), 955-978 
See also Working Paper Unconditional Quantile Regression with High Dimensional Data, Papers (2022) View citations (4) (2022)
- xtusreg: Software for dynamic panel regression under irregular time spacing
Stata Journal, 2022, 22, (3), 713-724
2021
- Quantile regression with interval data
Econometric Reviews, 2021, 40, (6), 562-583
- Robust inference in deconvolution
Quantitative Economics, 2021, 12, (1), 109-142 View citations (7)
2020
- Estimating production functions with robustness against errors in the proxy variables
Journal of Econometrics, 2020, 215, (2), 375-398 View citations (18)
- QUANTILE TREATMENT EFFECTS IN REGRESSION KINK DESIGNS
Econometric Theory, 2020, 36, (6), 1167-1191 View citations (2)
2019
- Causal inference by quantile regression kink designs
Journal of Econometrics, 2019, 210, (2), 405-433 View citations (8)
- Robust uniform inference for quantile treatment effects in regression discontinuity designs
Journal of Econometrics, 2019, 211, (2), 589-618 View citations (14)
- Semiparametric estimation of the canonical permanent‐transitory model of earnings dynamics
Quantitative Economics, 2019, 10, (4), 1495-1536 View citations (13)
- Uniform confidence bands for nonparametric errors-in-variables regression
Journal of Econometrics, 2019, 213, (2), 516-555 View citations (16)
2018
- CLOSED-FORM IDENTIFICATION OF DYNAMIC DISCRETE CHOICE MODELS WITH PROXIES FOR UNOBSERVED STATE VARIABLES
Econometric Theory, 2018, 34, (1), 166-185 View citations (3)
- Nonparametric heteroskedasticity in persistent panel processes: An application to earnings dynamics
Journal of Econometrics, 2018, 203, (2), 283-296 View citations (19)
- Uniform confidence bands in deconvolution with unknown error distribution
Journal of Econometrics, 2018, 207, (1), 129-161 View citations (26)
2017
- IDENTIFICATION OF PAIRED NONSEPARABLE MEASUREMENT ERROR MODELS
Econometric Theory, 2017, 33, (4), 955-979 View citations (10)
- ON USING LINEAR QUANTILE REGRESSIONS FOR CAUSAL INFERENCE
Econometric Theory, 2017, 33, (3), 664-690 View citations (6)
- Unequal spacing in dynamic panel data: Identification and estimation
Journal of Econometrics, 2017, 196, (2), 320-330 View citations (8)
2015
- Closed-form estimation of nonparametric models with non-classical measurement errors
Journal of Econometrics, 2015, 185, (2), 392-408 View citations (18)
- Estimation of heterogeneous autoregressive parameters with short panel data
Journal of Econometrics, 2015, 188, (1), 219-235 View citations (11)
- Heterogeneity and selection in dynamic panel data
Journal of Econometrics, 2015, 188, (1), 236-249 View citations (23)
- WHAT DO QUANTILE REGRESSIONS IDENTIFY FOR GENERAL STRUCTURAL FUNCTIONS?
Econometric Theory, 2015, 31, (5), 1102-1116 View citations (18)
Software Items
2024
- TESTEX: Stata module for a statistical test of the exclusion restriction of an instrumental variable (IV)
Statistical Software Components, Boston College Department of Economics
- XTREGTWO: Stata module to estimate panel regression with standard errors robust to two-way clustering and serial correlation in time effects
Statistical Software Components, Boston College Department of Economics
2023
- ECIC: Stata module to perform estimation and inference for changes in changes at extreme quantiles
Statistical Software Components, Boston College Department of Economics
2022
- CDECOMPOSE: Stata module to estimate canonical permanent-transitory state space models
Statistical Software Components, Boston College Department of Economics
- CRHDREG: Stata module to estimate high-dimensional regressions based on cluster-robust double/debiased machine learning
Statistical Software Components, Boston College Department of Economics
- DKDENSITY: Stata module for deconvolution kernel density estimation and construction of its uniform confidence band
Statistical Software Components, Boston College Department of Economics
- EXQUANTILE: Stata module for estimation and inference for (conditional) extremal quantiles
Statistical Software Components, Boston College Department of Economics
- NPSS: Stata module to estimate nonparametric heteroskedastic state space models
Statistical Software Components, Boston College Department of Economics
- QRKD: Stata module to estimate and produce robust inference for heterogeneous causal effects of a continuous treatment in quantile regression kink designs
Statistical Software Components, Boston College Department of Economics
- RDQTE: Stata module for estimation and robust inference for quantile treatment effects (QTE) in regression discontinuity designs (RDD)
Statistical Software Components, Boston College Department of Economics
- REPORTERROR: Stata module to estimate true distribution from noisy measurements
Statistical Software Components, Boston College Department of Economics
- ROBUSTATE: Stata module for estimation and inference for the average treatment effect (ATE) robustly against the limited overlap
Statistical Software Components, Boston College Department of Economics
- ROBUSTPF: Stata module for robust estimation of production functions with errors in proxy variables
Statistical Software Components, Boston College Department of Economics
- TESTOUT: Stata module to execute diagnostic testing of outliers
Statistical Software Components, Boston College Department of Economics
2021
- ITVALPCTILE: Stata module for estimation of interval-valued percentiles (quantiles) for interval-valued data
Statistical Software Components, Boston College Department of Economics
- KOTLARSKI: Stata module to execute deconvolution kernel density estimation and produce a robust construction of its uniform confidence band
Statistical Software Components, Boston College Department of Economics
- NPEIVREG: Stata module for estimation of nonparametric errors-in-variables (EIV) regression and construction of its uniform confidence band
Statistical Software Components, Boston College Department of Economics
- RKQTE: Stata module for estimation and robust inference for quantile treatment effects (QTE) in regression kink designs (RKD)
Statistical Software Components, Boston College Department of Economics
- XTUSREG: Stata module to estimate dynamic panel models under irregular time spacing
Statistical Software Components, Boston College Department of Economics
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