Kengo Kato

Best Publications

• Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  585
  Citations

• Central limit theorems and bootstrap in high dimensions

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  342
  Citations

• Gaussian approximation of suprema of empirical processes

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  333
  Citations

• Asymptotics for panel quantile regression models with individual effects

  Kengo Kato;Antonio F. Galvao;Antonio F. Galvao;Gabriel V. Montes-Rojas

  253
  Citations

• Comparison and anti-concentration bounds for maxima of Gaussian random vectors

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  246
  Citations

• Some new asymptotic theory for least squares series: Pointwise and uniform results

  Alexandre Belloni;Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  238
  Citations

• Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems

  Alexandre Belloni;Victor Chernozhukov;Kengo Kato

  201
  Citations

• Comparison and anti-concentration bounds for maxima of Gaussian random vectors

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  170
  Citations

• Anti-concentration and honest, adaptive confidence bands

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  164
  Citations

• Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  161
  Citations

• Inference on Causal and Structural Parameters using Many Moment Inequalities

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  142
  Citations

• Central Limit Theorems and Bootstrap in High Dimensions

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  139
  Citations

• Smoothed quantile regression for panel data

  Antonio F. Galvao;Kengo Kato

  133
  Citations

• Gaussian approximation of suprema of empirical processes

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  104
  Citations

• High-Dimensional Econometrics and Regularized GMM

  Alexandre Belloni;Victor Chernozhukov;Denis Chetverikov;Christian Hansen

  96
  Citations

• Asymptotics for argmin processes: Convexity arguments

  Kengo Kato

  90
  Citations

• High-dimensional econometrics and regularized GMM

  Alexandre Belloni;Victor Chernozhukov;Denis Chetverikov;Christian Bailey Hansen

  87
  Citations

• Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  79
  Citations

• Testing Many Moment Inequalities

  Victor Chernozhukov;Denis Chetverikov;Kengo Kato

  75
  Citations

• On the degrees of freedom in shrinkage estimation

  Kengo Kato

  69
  Citations