Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors. Zbl 1292.62030
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2013
|
Central limit theorems and bootstrap in high dimensions. Zbl 1377.60040
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2017
|
Gaussian approximation of suprema of empirical processes. Zbl 1317.60038
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2014
|
Comparison and anti-concentration bounds for maxima of Gaussian random vectors. Zbl 1319.60072
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2015
|
Estimation in functional linear quantile regression. Zbl 1296.62104
Kato, Kengo |
|
2012
|
Some new asymptotic theory for least squares series: pointwise and uniform results. Zbl 1331.62250
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2015
|
Anti-concentration and honest, adaptive confidence bands. Zbl 1305.62161
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2014
|
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems. Zbl 1345.62049
Belloni, A.; Chernozhukov, V.; Kato, K. |
|
2015
|
Asymptotics for panel quantile regression models with individual effects. Zbl 1443.62475
Kato, Kengo; Galvao, Antonio F. jun.; Montes-Rojas, Gabriel V. |
|
2012
|
Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings. Zbl 1351.60035
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2016
|
Asymptotics for argmin processes: convexity arguments. Zbl 1330.62311
Kato, Kengo |
|
2009
|
Smoothed quantile regression for panel data. Zbl 1420.62483
Galvao, Antonio F.; Kato, Kengo |
|
2016
|
Valid post-selection inference in high-dimensional approximately sparse quantile regression models. Zbl 1420.62169
Belloni, Alexandre; Chernozhukov, Victor; Kato, Kengo |
|
2019
|
PCA-based estimation for functional linear regression with functional responses. Zbl 1499.62137
Imaizumi, Masaaki; Kato, Kengo |
|
2018
|
Inference on causal and structural parameters using many moment inequalities. Zbl 07613855
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo; de Paula, Aureo |
|
2019
|
On the degrees of freedom in shrinkage estimation. Zbl 1162.62067
Kato, Kengo |
|
2009
|
Randomized incomplete \(U\)-statistics in high dimensions. Zbl 1435.62075
Chen, Xiaohui; Kato, Kengo |
|
2019
|
Approximating high-dimensional infinite-order \(U\)-statistics: statistical and computational guarantees. Zbl 1434.62071
Song, Yanglei; Chen, Xiaohui; Kato, Kengo |
|
2019
|
Improved central limit theorem and bootstrap approximations in high dimensions. Zbl 1539.62057
Chernozhuokov, Victor; Chetverikov, Denis; Kato, Kengo; Koike, Yuta |
|
2022
|
Jackknife multiplier bootstrap: finite sample approximations to the \(U\)-process supremum with applications. Zbl 1439.62067
Chen, Xiaohui; Kato, Kengo |
|
2020
|
Improved prediction for a multivariate normal distribution with unknown mean and variance. Zbl 1332.62030
Kato, Kengo |
|
2009
|
Testing linearity against threshold effects: uniform inference in quantile regression. Zbl 1334.62061
Galvao, Antonio F.; Kato, Kengo; Montes-Rojas, Gabriel; Olmo, Jose |
|
2014
|
Uniform confidence bands in deconvolution with unknown error distribution. Zbl 1452.62328
Kato, Kengo; Sasaki, Yuya |
|
2018
|
Quasi-Bayesian analysis of nonparametric instrumental variables models. Zbl 1281.62120
Kato, Kengo |
|
2013
|
Uniform confidence bands for nonparametric errors-in-variables regression. Zbl 1456.62072
Kato, Kengo; Sasaki, Yuya |
|
2019
|
Asymptotic normality of Powell’s kernel estimator. Zbl 1440.62123
Kato, Kengo |
|
2012
|
A note on moment convergence of bootstrap M-estimators. Zbl 1208.62054
Kato, Kengo |
|
2011
|
Quantile regression approach to conditional mode estimation. Zbl 1429.62149
Ota, Hirofumi; Kato, Kengo; Hara, Satoshi |
|
2019
|
Analysis of networks via the sparse \(\beta\)-model. Zbl 07555285
Chen, Mingli; Kato, Kengo; Leng, Chenlei |
|
2021
|
A simple method to construct confidence bands in functional linear regression. Zbl 1434.62150
Imaizumi, Masaaki; Kato, Kengo |
|
2019
|
On frequentist coverage errors of Bayesian credible sets in moderately high dimensions. Zbl 1458.62101
Yano, Keisuke; Kato, Kengo |
|
2020
|
Bootstrap confidence bands for spectral estimation of Lévy densities under high-frequency observations. Zbl 1471.60032
Kato, Kengo; Kurisu, Daisuke |
|
2020
|
Robust inference in deconvolution. Zbl 1477.62120
Kato, Kengo; Sasaki, Yuya; Ura, Takuya |
|
2021
|
Berry-Esseen bounds for Chernoff-type nonstandard asymptotics in isotonic regression. Zbl 07522879
Han, Qiyang; Kato, Kengo |
|
2022
|
Stratified incomplete local simplex tests for curvature of nonparametric multiple regression. Zbl 07634394
Song, Yanglei; Chen, Xiaohui; Kato, Kengo |
|
2023
|
Inference for high-dimensional exchangeable arrays. Zbl 07751793
Chiang, Harold D.; Kato, Kengo; Sasaki, Yuya |
|
2023
|
Limit theorems for entropic optimal transport maps and Sinkhorn divergence. Zbl 07823233
Goldfeld, Ziv; Kato, Kengo; Rioux, Gabriel; Sadhu, Ritwik |
|
2024
|
Limit theorems for entropic optimal transport maps and Sinkhorn divergence. Zbl 07823233
Goldfeld, Ziv; Kato, Kengo; Rioux, Gabriel; Sadhu, Ritwik |
|
2024
|
Stratified incomplete local simplex tests for curvature of nonparametric multiple regression. Zbl 07634394
Song, Yanglei; Chen, Xiaohui; Kato, Kengo |
|
2023
|
Inference for high-dimensional exchangeable arrays. Zbl 07751793
Chiang, Harold D.; Kato, Kengo; Sasaki, Yuya |
|
2023
|
Improved central limit theorem and bootstrap approximations in high dimensions. Zbl 1539.62057
Chernozhuokov, Victor; Chetverikov, Denis; Kato, Kengo; Koike, Yuta |
|
2022
|
Berry-Esseen bounds for Chernoff-type nonstandard asymptotics in isotonic regression. Zbl 07522879
Han, Qiyang; Kato, Kengo |
|
2022
|
Analysis of networks via the sparse \(\beta\)-model. Zbl 07555285
Chen, Mingli; Kato, Kengo; Leng, Chenlei |
|
2021
|
Robust inference in deconvolution. Zbl 1477.62120
Kato, Kengo; Sasaki, Yuya; Ura, Takuya |
|
2021
|
Jackknife multiplier bootstrap: finite sample approximations to the \(U\)-process supremum with applications. Zbl 1439.62067
Chen, Xiaohui; Kato, Kengo |
|
2020
|
On frequentist coverage errors of Bayesian credible sets in moderately high dimensions. Zbl 1458.62101
Yano, Keisuke; Kato, Kengo |
|
2020
|
Bootstrap confidence bands for spectral estimation of Lévy densities under high-frequency observations. Zbl 1471.60032
Kato, Kengo; Kurisu, Daisuke |
|
2020
|
Valid post-selection inference in high-dimensional approximately sparse quantile regression models. Zbl 1420.62169
Belloni, Alexandre; Chernozhukov, Victor; Kato, Kengo |
|
2019
|
Inference on causal and structural parameters using many moment inequalities. Zbl 07613855
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo; de Paula, Aureo |
|
2019
|
Randomized incomplete \(U\)-statistics in high dimensions. Zbl 1435.62075
Chen, Xiaohui; Kato, Kengo |
|
2019
|
Approximating high-dimensional infinite-order \(U\)-statistics: statistical and computational guarantees. Zbl 1434.62071
Song, Yanglei; Chen, Xiaohui; Kato, Kengo |
|
2019
|
Uniform confidence bands for nonparametric errors-in-variables regression. Zbl 1456.62072
Kato, Kengo; Sasaki, Yuya |
|
2019
|
Quantile regression approach to conditional mode estimation. Zbl 1429.62149
Ota, Hirofumi; Kato, Kengo; Hara, Satoshi |
|
2019
|
A simple method to construct confidence bands in functional linear regression. Zbl 1434.62150
Imaizumi, Masaaki; Kato, Kengo |
|
2019
|
PCA-based estimation for functional linear regression with functional responses. Zbl 1499.62137
Imaizumi, Masaaki; Kato, Kengo |
|
2018
|
Uniform confidence bands in deconvolution with unknown error distribution. Zbl 1452.62328
Kato, Kengo; Sasaki, Yuya |
|
2018
|
Central limit theorems and bootstrap in high dimensions. Zbl 1377.60040
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2017
|
Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings. Zbl 1351.60035
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2016
|
Smoothed quantile regression for panel data. Zbl 1420.62483
Galvao, Antonio F.; Kato, Kengo |
|
2016
|
Comparison and anti-concentration bounds for maxima of Gaussian random vectors. Zbl 1319.60072
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2015
|
Some new asymptotic theory for least squares series: pointwise and uniform results. Zbl 1331.62250
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2015
|
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems. Zbl 1345.62049
Belloni, A.; Chernozhukov, V.; Kato, K. |
|
2015
|
Gaussian approximation of suprema of empirical processes. Zbl 1317.60038
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2014
|
Anti-concentration and honest, adaptive confidence bands. Zbl 1305.62161
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2014
|
Testing linearity against threshold effects: uniform inference in quantile regression. Zbl 1334.62061
Galvao, Antonio F.; Kato, Kengo; Montes-Rojas, Gabriel; Olmo, Jose |
|
2014
|
Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors. Zbl 1292.62030
Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo |
|
2013
|
Quasi-Bayesian analysis of nonparametric instrumental variables models. Zbl 1281.62120
Kato, Kengo |
|
2013
|
Estimation in functional linear quantile regression. Zbl 1296.62104
Kato, Kengo |
|
2012
|
Asymptotics for panel quantile regression models with individual effects. Zbl 1443.62475
Kato, Kengo; Galvao, Antonio F. jun.; Montes-Rojas, Gabriel V. |
|
2012
|
Asymptotic normality of Powell’s kernel estimator. Zbl 1440.62123
Kato, Kengo |
|
2012
|
A note on moment convergence of bootstrap M-estimators. Zbl 1208.62054
Kato, Kengo |
|
2011
|
Asymptotics for argmin processes: convexity arguments. Zbl 1330.62311
Kato, Kengo |
|
2009
|
On the degrees of freedom in shrinkage estimation. Zbl 1162.62067
Kato, Kengo |
|
2009
|
Improved prediction for a multivariate normal distribution with unknown mean and variance. Zbl 1332.62030
Kato, Kengo |
|
2009
|
