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Bayesian statistical methods /

Ghosh, Sujit K., (1970-)

Bayesian statistical methods /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Bayesian statistical methods /Brian J. Reich, Sujit K. Ghosh.
作者:	Reich, Brian J.
其他作者:	Ghosh, Sujit K.,
出版者:	Boca Raton, FL :CRC Press, Taylor & Francis Group,c2019.
面頁冊數:	xii, 275 p. :ill. ;24 cm.
標題:	Bayesian statistical decision theoryTextbooks.
ISBN:	9780815378648 (hbk.) :

Bayesian statistical methods /
Reich, Brian J.

Bayesian statistical methods /Brian J. Reich, Sujit K. Ghosh. - Boca Raton, FL :CRC Press, Taylor & Francis Group,c2019. - xii, 275 p. :ill. ;24 cm. - ASA-CRC series on statistical reasoning in science and society. - ASA-CRC series on statistical reasoning in science and society..

Includes bibliographical references (p. 265-271) and index.

"Bayesian Statistical Methods provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. This book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models (GLM). The authors include many examples with complete R code and comparisons with analogous frequentist procedures."

ISBN: 9780815378648 (hbk.) :NT$2567

LCCN: 2019003672Subjects--Topical Terms:

443102
Bayesian statistical decision theory
--Textbooks.

LC Class. No.: QA279.5 / .R445 2019

Dewey Class. No.: 519.5/42

Bayesian statistical methods /
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020 $a 0815378645 (hbk.)
020 $z 9780429514340 (ebook)
035 $a (OCoLC)1081379419
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050 0 0 $a QA279.5 $b .R445 2019
082 0 0 $a 519.5/42 $2 23
100 1 $a Reich, Brian J. $q (Brian James) $3 885370
245 1 0 $a Bayesian statistical methods / $c Brian J. Reich, Sujit K. Ghosh.
260 $a Boca Raton, FL : $b CRC Press, Taylor & Francis Group, $c c2019.
300 $a xii, 275 p. : $b ill. ; $c 24 cm.
490 1 $a ASA-CRC series on statistical reasoning in science and society
504 $a Includes bibliographical references (p. 265-271) and index.
520 $a "Bayesian Statistical Methods provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. This book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models (GLM). The authors include many examples with complete R code and comparisons with analogous frequentist procedures." $c --From publisher's description.
650 0 $a Bayesian statistical decision theory $v Textbooks. $3 443102
650 0 $a Mathematical analysis $v Congresses. $3 437624
700 1 $a Ghosh, Sujit K., $d 1970- $3 885371
830 0 $a ASA-CRC series on statistical reasoning in science and society. $3 885372