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Bayesian thinking in biostatistics /

Rosner, Gary L.,

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Bayesian thinking in biostatistics /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Bayesian thinking in biostatistics // by Gary L. Rosner, Purushottam W. Laud, Wesley O. Johnson.
Author:	Rosner, Gary L.,
other author:	Laud, Purushottam,
Published:	Boca Raton, FL :CRC Press, : 2021.,
Description:	xix, 601 p. :ill. ;27 cm.
Notes:	"A Chapman & Hall book" -- title page.
[NT 15003449]:	Scientific data analysis -- Fundamentals I : Bayes theorem, knowledge distributions, prediction -- Fundamentals II : models for exchangeable observations -- Computational methods for Bayesian analysis -- Comparing populations -- Specifying prior distributions -- Linear regression -- Binary response regression -- Poisson and non-linear regression -- Model assessment -- Survival modeling I : models for exchangeable observations -- Survival modeling 2 : time-to-event regression models -- Clinical trial designs -- Hierarchical models and longitudinal data -- Diagnostic tests.
Subject:	Biometry - Methodology. -
ISBN:	9781439800089

Bayesian thinking in biostatistics /
Rosner, Gary L.,

Bayesian thinking in biostatistics /by Gary L. Rosner, Purushottam W. Laud, Wesley O. Johnson. - 1st ed. - Boca Raton, FL :CRC Press,2021. - xix, 601 p. :ill. ;27 cm. - Texts in statistical science series. - Texts in statistical science..

"A Chapman & Hall book" -- title page.

Includes bibliographical references and index.

Scientific data analysis -- Fundamentals I : Bayes theorem, knowledge distributions, prediction -- Fundamentals II : models for exchangeable observations -- Computational methods for Bayesian analysis -- Comparing populations -- Specifying prior distributions -- Linear regression -- Binary response regression -- Poisson and non-linear regression -- Model assessment -- Survival modeling I : models for exchangeable observations -- Survival modeling 2 : time-to-event regression models -- Clinical trial designs -- Hierarchical models and longitudinal data -- Diagnostic tests.

"With a focus on incorporating sensible prior distributions and discussions on many recent developments in Bayesian methodologies, Bayesian Thinking in Biostatistics considers statistical issues in biomedical research. The book emphasizes greater collaboration between biostatisticians and biomedical researchers. The text includes an overview of Bayesian statistics, a discussion of many of the methods biostatisticians frequently, such as rates and proportions, regression models, clinical trial design, and methods for evaluating diagnostic tests"--

ISBN: 9781439800089GBP99.99

Standard No.: 40030620975

LCCN: 2020049870Subjects--Topical Terms:

2198197
Biometry
--Methodology.

LC Class. No.: QH323.5 / .R68 2021

Dewey Class. No.: 570.1/5195

Bayesian thinking in biostatistics /
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008 230908s2021 flua b 001 0 eng
010 $a 2020049870
020 $a 9781439800089 $q (hbk.) : $c GBP99.99
020 $a 1439800081 $q (hbk.)
020 $z 9781439800102 $q (ebook)
024 8 # $a 40030620975
035 $a (OCoLC)1226074175
040 $a LBSOR/DLC $b eng $c DLC $d OCLCO $d OCLCF $d YDX $d OCLCO $d YUS $d BDX $d OCLCO
042 $a pcc
050 0 0 $a QH323.5 $b .R68 2021
082 0 0 $a 570.1/5195 $2 23
100 1 $a Rosner, Gary L., $e author. $3 3641009
245 1 0 $a Bayesian thinking in biostatistics / $c by Gary L. Rosner, Purushottam W. Laud, Wesley O. Johnson.
250 $a 1st ed.
260 # $a Boca Raton, FL : $b CRC Press, $c 2021.
300 $a xix, 601 p. : $b ill. ; $c 27 cm.
490 1 $a Texts in statistical science series
500 $a "A Chapman & Hall book" -- title page.
504 $a Includes bibliographical references and index.
505 0 # $a Scientific data analysis -- Fundamentals I : Bayes theorem, knowledge distributions, prediction -- Fundamentals II : models for exchangeable observations -- Computational methods for Bayesian analysis -- Comparing populations -- Specifying prior distributions -- Linear regression -- Binary response regression -- Poisson and non-linear regression -- Model assessment -- Survival modeling I : models for exchangeable observations -- Survival modeling 2 : time-to-event regression models -- Clinical trial designs -- Hierarchical models and longitudinal data -- Diagnostic tests.
520 # $a "With a focus on incorporating sensible prior distributions and discussions on many recent developments in Bayesian methodologies, Bayesian Thinking in Biostatistics considers statistical issues in biomedical research. The book emphasizes greater collaboration between biostatisticians and biomedical researchers. The text includes an overview of Bayesian statistics, a discussion of many of the methods biostatisticians frequently, such as rates and proportions, regression models, clinical trial design, and methods for evaluating diagnostic tests"-- $c Provided by publisher.
650 # 0 $a Biometry $x Methodology. $3 2198197
650 # 0 $a Bayesian statistical decision theory. $3 551404
700 1 # $a Laud, Purushottam, $d 1948- $e author. $3 3641010
700 1 # $a Johnson, Wesley O., $e author. $3 3641011
776 0 8 $i Online version: $a Rosner, Gary L. $t Bayesian thinking in biostatistics. $b First edition $d Boca Raton : CRC Press, 2021 $z 9781439800102 $w (DLC) 2020049871
830 0 $a Texts in statistical science. $3 582234