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• 000 01962cam a2200313 i 4500

• 001 0000606836

• 005 20220330104200.0

• 008 190322s2019 flua ob 001 0 eng

• 010 __ |a 2019003460

• 020 __ |a 9780429243653 |q (ebook)

• 020 __ |z 9780367198480 |q (print)

• 040 __ |a DNAL/DLC |b eng |e rda |c DNAL

• 042 __ |a pcc

• 050 00 |a QA279.5 |b .H66 2019

• 070 0_ |a QA279.5 |b .H66 2019

• 082 00 |a 519.5/42 |2 23

• 093 __ |a O212.8 |2 5

• 100 1_ |a Hooten, Mevin B., |d 1976- |e author.

• 245 10 |a Bringing Bayesian models to life / |c authors: Mevin B. Hooten, Trevor Hefley.

• 260 __ |a Boca Raton, FL : |b CRC Press, Taylor & Francis Group, |c 2019.

• 300 __ |a 1 online resource (xv, 573 pages) : |b illustrations

• 490 0_ |a Chapman & Hall/CRC applied environmental statistics

• 504 __ |a Includes bibliographical references (pages 547-566) and index.

• 520 __ |a Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software. We show how to handcraft statistical models that are useful in ecological and environmental science including: linear and generalized linear models, spatial and time series models, occupancy and capture-recapture models, animal movement models, spatio-temporal models, and integrated population-models.

• 588 __ |a Description based on print version record.

• 650 _0 |a Bayesian statistical decision theory.

• 650 _0 |a Environmental sciences |x Mathematical models.

• 700 1_ |a Hefley, Trevor, |e author.

• 856 4_ |u http://www.itextbook.cn/f/book/bookDetail?bookId=e217113f712f4a2b9d69313db54daab2 |z An electronic book accessible through the World Wide Web; click to view