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Using R for Bayesian spatial and spa...

Lawson, Andrew

Using R for Bayesian spatial and spatio-temporal health modeling /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Using R for Bayesian spatial and spatio-temporal health modeling /Andrew B. Lawson.
Author:	Lawson, Andrew
Published:	Boca Raton :CRC Press,2021.
Description:	xv, 283 p. :ill. ;25 cm.
Subject:	Medical statisticsData processing.
ISBN:	9780367490126 (hbk.) :

Using R for Bayesian spatial and spatio-temporal health modeling /
Lawson, Andrew

Using R for Bayesian spatial and spatio-temporal health modeling /Andrew B. Lawson. - 1st ed. - Boca Raton :CRC Press,2021. - xv, 283 p. :ill. ;25 cm. - Chapman & Hall/CRC the R series.

Includes bibliographical references and index.

Introduction and data sets -- R graphics and spatial health data -- Bayesian hierarchical models -- Computation -- Bayesian model goodness of fit criteria -- Bayesian disease mapping models -- BRugs/OpenBUGS -- Nimble -- CARBayes -- INLA and R-INLA -- Clustering, latent variable and mixture modeling -- Spatio-temporal modeling with MCMC -- Spatio-temporal modeling with INLA -- Multivariate models -- Survival modeling -- Missingness, measurement error and variable selection -- Individual event modeling -- Infectious disease modeling.

ISBN: 9780367490126 (hbk.) :NT$2567

LCCN: 2020049394Subjects--Topical Terms:

885386
Medical statistics
--Data processing.

LC Class. No.: RA409.5 / .L38 2021

Dewey Class. No.: 610.2/1

Using R for Bayesian spatial and spatio-temporal health modeling /
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003 OCoLC
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010 $a 2020049394
020 $a 9780367490126 (hbk.) : $c NT$2567
020 $a 0367490129 (hbk.)
020 $a 9780367760670 (pbk.)
020 $a 0367760673 (pbk.)
020 $z 9781003043997 (ebook)
020 $z 9781000376722 (ePub ebook)
020 $z 9781000376708 (PDF ebook)
035 $a (OCoLC)1202753192
035 $a on1202753192
040 $a LBSOR/DLC $b eng $c DLC $d OCLCO $d OCLCF $d UKMGB
042 $a pcc
050 0 0 $a RA409.5 $b .L38 2021
082 0 0 $a 610.2/1 $2 23
100 1 $a Lawson, Andrew $q (Andrew B.) $3 438048
245 1 0 $a Using R for Bayesian spatial and spatio-temporal health modeling / $c Andrew B. Lawson.
250 $a 1st ed.
260 $a Boca Raton : $b CRC Press, $c 2021.
300 $a xv, 283 p. : $b ill. ; $c 25 cm.
490 0 $a Chapman & Hall/CRC the R series
504 $a Includes bibliographical references and index.
505 0 $a Introduction and data sets -- R graphics and spatial health data -- Bayesian hierarchical models -- Computation -- Bayesian model goodness of fit criteria -- Bayesian disease mapping models -- BRugs/OpenBUGS -- Nimble -- CARBayes -- INLA and R-INLA -- Clustering, latent variable and mixture modeling -- Spatio-temporal modeling with MCMC -- Spatio-temporal modeling with INLA -- Multivariate models -- Survival modeling -- Missingness, measurement error and variable selection -- Individual event modeling -- Infectious disease modeling.
650 0 $a Medical statistics $x Data processing. $3 885386
650 0 $a Medical mapping $x Data processing. $3 885387
650 0 $a Medical statistics $x Computer programs. $3 681717
650 0 $a Geospatial data $x Computer processing. $3 862765
650 0 $a Geographic information systems. $3 193348
650 0 $a Information modeling $x Simulation methods. $3 885388
650 0 $a R (Computer program language) $3 210846
650 0 $a Bayesian statistical decision theory. $3 182005