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Rank-based methods for shrinkage and...
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Saleh, A. K. Md. Ehsanes,
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Rank-based methods for shrinkage and selection : = with application to machine learning /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Rank-based methods for shrinkage and selection :/ A. K. Md. Ehsanes Saleh ... [et al.].
其他題名:
with application to machine learning /
其他作者:
Saleh, A. K. Md. Ehsanes,
出版者:
Hoboken, NJ :John Wiley & Sons, Inc., : 2022.,
面頁冊數:
xxxi, 448 p. :ill. ;24 cm.
內容註:
Introduction to rank-based regression -- Characteristics of rank-based penalty estimators -- Location and simple linear models -- Analysis of variance (ANOVA) -- Seemingly unrelated simple linear models -- Multiple linear regression models -- Partially linear multiple regression model -- Liu regression models -- Autoregressive models -- High-dimensional models -- Rank-based logistic regression -- Rank-based neural networks.
標題:
Regression analysis. -
ISBN:
9781119625391
Rank-based methods for shrinkage and selection : = with application to machine learning /
Rank-based methods for shrinkage and selection :
with application to machine learning /A. K. Md. Ehsanes Saleh ... [et al.]. - Hoboken, NJ :John Wiley & Sons, Inc.,2022. - xxxi, 448 p. :ill. ;24 cm.
Includes bibliographical references and indexes.
Introduction to rank-based regression -- Characteristics of rank-based penalty estimators -- Location and simple linear models -- Analysis of variance (ANOVA) -- Seemingly unrelated simple linear models -- Multiple linear regression models -- Partially linear multiple regression model -- Liu regression models -- Autoregressive models -- High-dimensional models -- Rank-based logistic regression -- Rank-based neural networks.
ISBN: 9781119625391US139.95
LCCN: 2021042428Subjects--Topical Terms:
529831
Regression analysis.
LC Class. No.: QA278.2 / .R253 2022
Dewey Class. No.: 519.5/36
Rank-based methods for shrinkage and selection : = with application to machine learning /
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