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Technische Universität München
Technische Universität München

Picture of Hongjian Shi

Ph.D. Hongjian Shi

Technical University of Munich

Chair of Mathematical Statistics (Prof. Drton)

Postal address

Postal:
Boltzmannstr. 3
85748 Garching b. München

Place of employment

Chair of Mathematical Statistics (Prof. Drton)

Work:
Parkring 11-13(8101)/II
85748 Garching b. München

Publications

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2025

  • Shi, Hongjian; Drton, Mathias; Hallin, Marc; Han, Fang: Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics. Bernoulli 31 (1), 2025, 106–129 mehr… Volltext ( DOI )

2024

  • Shi, Hongjian; Drton, Mathias; Han, Fang: On Azadkia–Chatterjee’s conditional dependence coefficient. Bernoulli 30 (2), 2024, 851-877 mehr… Volltext ( DOI )

2023

  • Drton, Mathias; Shi, Hongjian; Strieder, David: Discussion of “A note on universal inference” by Timmy Tse and Anthony Davison. Stat 12 (1), 2023 mehr… Volltext ( DOI )

2022

  • Shi, Hongjian; Drton, Mathias; Han, Fang: Distribution-Free Consistent Independence Tests via Center-Outward Ranks and Signs. Journal of the American Statistical Association 117 (537), 2022, 395-410 mehr… Volltext ( DOI )
  • Shi, Hongjian; Drton, Mathias; Han, Fang: On the power of Chatterjee’s rank correlation. Biometrika 109 (2), 2022, 317-333 mehr… Volltext ( DOI )
  • Shi, Hongjian; Hallin, Marc; Drton, Mathias; Han, Fang: On universally consistent and fully distribution-free rank tests of vector independence. The Annals of Statistics 50 (4), 2022, 1933-1959 mehr… Volltext ( DOI )

2021

  • Shi, Hongjian; Drton, Mathias; Hallin, Marc; Han, Fang: Center-Outward Sign- and Rank-Based Quadrant, Spearman, and Kendall Tests for Multivariate Independence. Preprint, 2021 mehr… Volltext ( DOI )
  • Shi, Hongjian; Drton, Mathias; Han, Fang: On Azadkia-Chatterjee's conditional dependence coefficient. Preprint, 2021 mehr… Volltext ( DOI )

2020

  • Drton, Mathias; Han, Fang; Shi, Hongjian: High-dimensional consistent independence testing with maxima of rank correlations. Annals of Statistics 48 (6), 2020, 3206-3227 mehr… Volltext ( DOI )
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