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Optimal Subsampling for Large Sample Logistic Regression

Published:2018-04-03 Issue:522 Volume:113 Page:829-844
ISSN:0162-1459
Container-title:Journal of the American Statistical Association
language:en
Short-container-title:Journal of the American Statistical Association

Author:

Wang HaiYing¹²,Zhu Rong³,Ma Ping⁴

Affiliation:

1. Department of Mathematics and Statistics, University of New Hampshire, Durham, NH

2. Department of Statistics, University of Connecticut, Storrs, CT

3. Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China

4. Department of Statistics, University of Georgia, Athens, GA

Funder

Division of Mathematical Sciences

National Institutes of Health

National Natural Science Foundation of China

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/01621459.2017.1292914

Reference28 articles.

1. Searching for exotic particles in high-energy physics with deep learning

2. Sub-Gaussian random variables

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