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Theory of ridge regression estimatio...

Arashi, M. (1981-)

Theory of ridge regression estimation with applications /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Theory of ridge regression estimation with applications /A.K. Md. Ehsanes Saleh, Mohammad Arashi, B. M. Golam Kibria.
Author:	Saleh, A. K. Md. Ehsanes,
other author:	Arashi, M.
Published:	Hoboken, NJ :John Wiley & Sons,2019.
Description:	xxxiv, 342 p. :ill. ;24 cm.
Subject:	Ridge regression (Statistics)
ISBN:	9781118644614 :

Theory of ridge regression estimation with applications /
Saleh, A. K. Md. Ehsanes,

Theory of ridge regression estimation with applications /A.K. Md. Ehsanes Saleh, Mohammad Arashi, B. M. Golam Kibria. - Hoboken, NJ :John Wiley & Sons,2019. - xxxiv, 342 p. :ill. ;24 cm. - Wiley series in probability and statistics. - Wiley series in probability and statistics..

Includes bibliographical references and index.

Introduction to ridge regression -- Location and simple linear models -- ANOVA model -- Seemingly unrelated simple linear models -- Multiple regression -- Ridge regression in theory and applications -- Partially linear regression models -- Logistic regression model -- Regression models with autoregressive errors -- Rank-based shrinkage estimation -- High dimensional ridge regression -- Applications : neural networks and big data.

ISBN: 9781118644614 :$130

Patent No.: cam a2200217 a 450

LCCN: 2018036240Subjects--Topical Terms:

265442
Ridge regression (Statistics)

LC Class. No.: QA278.2 / S163 2019

Dewey Class. No.: 519.5/36

Theory of ridge regression estimation with applications /
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100 1 $a Saleh, A. K. Md. Ehsanes, $e author. $3 829148
245 1 0 $a Theory of ridge regression estimation with applications / $c A.K. Md. Ehsanes Saleh, Mohammad Arashi, B. M. Golam Kibria.
260 $a Hoboken, NJ : $b John Wiley & Sons, $c 2019.
300 $a xxxiv, 342 p. : $b ill. ; $c 24 cm.
490 1 $a Wiley series in probability and statistics
504 $a Includes bibliographical references and index.
505 0 $a Introduction to ridge regression -- Location and simple linear models -- ANOVA model -- Seemingly unrelated simple linear models -- Multiple regression -- Ridge regression in theory and applications -- Partially linear regression models -- Logistic regression model -- Regression models with autoregressive errors -- Rank-based shrinkage estimation -- High dimensional ridge regression -- Applications : neural networks and big data.
650 0 $a Ridge regression (Statistics) $3 265442
700 1 $a Arashi, M. $q (Mohammad), $d 1981- $3 721636
700 1 $a Kibria, B. M. G., $q (B. M. Golam), $d 1963- $e author. $3 829149
776 0 8 $i Online version: $a Saleh, A. K. Md. Ehsanes, author. $t Theory of ridge regression estimators with applications $d Hoboken, NJ : John Wiley & Sons, 2019 $z 9781118644522 $w (DLC) 2019002831
830 0 $a Wiley series in probability and statistics. $3 324851