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Bayesian thinking in biostatistics /
~
Rosner, Gary L.,
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Bayesian thinking in biostatistics /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Bayesian thinking in biostatistics // by Gary L. Rosner, Purushottam W. Laud, Wesley O. Johnson.
作者:
Rosner, Gary L.,
其他作者:
Laud, Purushottam,
出版者:
Boca Raton, FL :CRC Press, : 2021.,
面頁冊數:
xix, 601 p. :ill. ;27 cm.
附註:
"A Chapman & Hall book" -- title page.
內容註:
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.
標題:
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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壽豐校區(SF Campus)
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