Two-sample test for equal distributions in separate metric space: New maximum mean discrepancy based approaches-Reference-Cited by-同舟云学术

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Two-sample test for equal distributions in separate metric space: New maximum mean discrepancy based approaches

Published:2022-01-01 Issue:2 Volume:16 Page:
ISSN:1935-7524
Container-title:Electronic Journal of Statistics
language:
Short-container-title:Electron. J. Statist.

Author:

Zhang Jin-Ting¹,Smaga Łukasz²

Affiliation:

1. Department of Statistics and Applied Probability, National University of Singapore, 3 Science Drive 2, Singapore 117546, Singapore

2. Faculty of Mathematics and Computer Science, Adam Mickiewicz University, Uniwersytetu Poznańskiego 4, 61-614 Poznań, Poland

Publisher

Institute of Mathematical Statistics

Subject

Statistics and Probability,Statistics, Probability and Uncertainty

Reference26 articles.

1. Serfling, R. J. (1980). Approximation Theorems of Mathematical Statistics. Wiley, New York.

2. ALON, U., BARKAI, N., NOTTERMAN, D. A., GISH, K., YBARRA, S., MACK, D. and LEVINE, A. J. (1999). Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed byoligonucleotide arrays. The Proceedings of the National Academy of Sciences 96 6745–6750.

3. BAI, Z. and SARANADASA, H. (1996). Effect of high dimension: by an example of a two sample problem. Statistica Sinica 6 311–329.

4. BICKEL, P. (1969). A distribution free version of the Smirnov two sample test in the p-variate case. The Annals of Mathematical Statistics 40 1–23.

5. BORGWARDT, K. M., GRETTON, A., RASCH, M. J., KRIEGEL, H.-P., SCHÖLKOPF, B. and SMOLA, A. (2006). Integrating structured biological data by Kernel Maximum Mean Discrepancy. Bioinformatics (ISMB) 22 e49–e57.

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1. A new maximum mean discrepancy based two-sample test for equal distributions in separable metric spaces;Statistics and Computing;2024-08-25

2. A uniform kernel trick for high and infinite-dimensional two-sample problems;Journal of Multivariate Analysis;2024-07

3. Symmetrisation of a class of two-sample tests by mutually considering depth ranks including functional spaces;Electronic Journal of Statistics;2024-01-01

4. Testing Equality of Several Distributions at High Dimensions: A Maximum-Mean-Discrepancy-Based Approach;Mathematics;2023-10-21

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