Statistical Theory and Related Fields, Volume 6, Issue 1 (2022)

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Statistical Theory and Related Fields, Volume 6, Issue 1 (2022)

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Articles

Article
The balance property in neural network modelling
Mario V. Wüthrich
Pages: 1-9
Published online: 21 Feb 2021
AbstractforThe balance property in neural network modelling | Full Text | References | PDF (1 MB) | EPUB
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Article
Interpreting uninterpretable predictors: kernel methods, Shtarkov solutions, and random forests
T. M. Le & Bertrand Clarke
Pages: 10-28
Published online: 08 Sep 2021
AbstractforInterpreting uninterpretable predictors: kernel methods, Shtarkov solutions, and random forests | Full Text | References | PDF (1.5 MB) | EPUB
  • 770 Views
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Article
Posterior contraction rate of sparse latent feature models with application to proteomics
Tong Li, Tianjian Zhou, Kam-Wah Tsui, Lin Wei & Yuan Ji
Pages: 29-39
Published online: 05 Sep 2021
AbstractforPosterior contraction rate of sparse latent feature models with application to proteomics | Full Text | References | PDF (1.3 MB) | EPUB | Supplemental
  • 798 Views
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Article
Research on three-step accelerated gradient algorithm in deep learning
Yongqiang Lian, Yincai Tang & Shirong Zhou
Pages: 40-57
Published online: 23 Nov 2020
AbstractforResearch on three-step accelerated gradient algorithm in deep learning | Full Text | References | PDF (3.9 MB) | EPUB
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Article
Nonignorable item nonresponse in panel data
Sijing Li & Jun Shao
Pages: 58-71
Published online: 17 Dec 2020
AbstractforNonignorable item nonresponse in panel data | Full Text | References | PDF (1.1 MB) | EPUB
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Article
Stochastic comparisons on total capacity of weighted k-out-of-n systems with heterogeneous components
Yiying Zhang
Pages: 72-80
Published online: 08 Mar 2021
AbstractforStochastic comparisons on total capacity of weighted k-out-of-n systems with heterogeneous components | Full Text | References | PDF (985.1 KB) | EPUB
  • 720 Views
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Article
A new exact p-value approach for testing variance homogeneity
Juan Wang, Xinmin Li & Hua Liang
Pages: 81-86
Published online: 22 Apr 2021
AbstractforA new exact p-value approach for testing variance homogeneity | Full Text | References | PDF (788.3 KB) | EPUB
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Book Review

Book Review
An introduction to statistical learning with applications in R
by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani, New York, Springer Science and Business Media, 2013, $41.98, eISBN: 978-1-4614-7137-7
Fariha Sohil, Muhammad Umair Sohali & Javid Shabbir
Page: 87
Published online: 26 Sep 2021
CitationforAn introduction to statistical learning with applications in R | Full Text | PDF (245.4 KB) | EPUB
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