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Item Details
Title: BAYESIAN DISEASE MAPPING
By: Andrew B. Lawson, Byron J. T. Morgan, Terry Speed
Format: Hardback

List price: £63.99


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ISBN 10: 1584888407
ISBN 13: 9781584888406
Publisher: TAYLOR & FRANCIS INC
Pub. date: 4 August, 2008
Series: Chapman & Hall/CRC Interdisciplinary Statistics Series 32
Pages: 362
Description: Presents an overview of the main areas of Bayesian hierarchical modeling and its application to the geographical analysis of disease. This title explores a range of topics in Bayesian inference and modeling. It explains how to apply these methods to disease mapping using numerous real-world data sets pertaining to cancer, asthma, and epilepsy.
Synopsis: Focusing on data commonly found in public health databases and clinical settings, Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology provides an overview of the main areas of Bayesian hierarchical modeling and its application to the geographical analysis of disease. The book explores a range of topics in Bayesian inference and modeling, including Markov chain Monte Carlo methods, Gibbs sampling, the Metropolis-Hastings algorithm, goodness-of-fit measures, and residual diagnostics. It also focuses on special topics, such as cluster detection; space-time modeling; and multivariate, survival, and longitudinal analyses. The author explains how to apply these methods to disease mapping using numerous real-world data sets pertaining to cancer, asthma, epilepsy, foot and mouth disease, influenza, and other diseases. In the appendices, he shows how R and WinBUGS can be useful tools in data manipulation and simulation. Applying Bayesian methods to the modeling of georeferenced health data, Bayesian Disease Mapping proves that the application of these approaches to biostatistical problems can yield important insights into data.
Illustrations: 115 black & white illustrations, 13 black & white tables, 2 black & white
Publication: US
Imprint: Chapman & Hall/CRC
Returns: Returnable
Some other items by this author:
ADVANCED METHODS OF DISEASE MAPPING AND RISK ASSESSMENT FOR PUBLIC HEALTH DECISION MAKING (HB)
AN INTRODUCTORY GUIDE TO DISEASE MAPPING
AN INTRODUCTORY GUIDE TO DISEASE MAPPING
AN INTRODUCTORY GUIDE TO DISEASE MAPPING (E-BOOK)
AN INTRODUCTORY GUIDE TO DISEASE MAPPING (HB)
ANALYSIS OF CAPTURE-RECAPTURE DATA
ANALYSIS OF CAPTURE-RECAPTURE DATA
ANALYSIS OF CAPTURE-RECAPTURE DATA (HB)
ANALYSIS OF QUANTAL RESPONSE DATA
ANALYSIS OF QUANTAL RESPONSE DATA (PB)
APPLIED STOCHASTIC MODELLING (PB)
APPLIED STOCHASTIC MODELLING, SECOND EDITION
APPLIED STOCHASTIC MODELLING, SECOND EDITION (HB)
BAYESIAN BIOSTATISTICS
BAYESIAN BIOSTATISTICS
BAYESIAN BIOSTATISTICS
BAYESIAN BIOSTATISTICS
BAYESIAN BIOSTATISTICS (HB)
BAYESIAN DISEASE MAPPING
BAYESIAN DISEASE MAPPING
BAYESIAN DISEASE MAPPING
BAYESIAN DISEASE MAPPING (HB)
BAYESIAN DISEASE MAPPING (HB)
CLUSTER RANDOMISED TRIALS (HB)
DISEASE MAPPING WITH WINBUGS & MLWIN
DISEASE MAPPING WITH WINBUGS AND ML WIN (HB)
DISEASE MAPPING WITH WINBUGS AND MLWIN
DISEASE MAPPING WITH WINBUGS AND MLWIN
ELEMENTS OF SIMULATION (HB)
ELEMENTS OF SIMULATION (PB)
GENETIC MAPPING AND DNA SEQUENCING (PB)
HANDBOOK OF SPATIAL EPIDEMIOLOGY
HANDBOOK OF SPATIAL EPIDEMIOLOGY (HB)
MEASUREMENT ERROR (HB)
RESEARCH IN COMPUTATIONAL MOLECULAR BIOLOGY
SPATIAL AND SYNDROMIC SURVEILLANCE FOR PUBLIC HEALTH
SPATIAL AND SYNDROMIC SURVEILLANCE FOR PUBLIC HEALTH
SPATIAL AND SYNDROMIC SURVEILLANCE FOR PUBLIC HEALTH
SPATIAL AND SYNDROMIC SURVEILLANCE FOR PUBLIC HEALTH (HB)
SPATIAL CLUSTER MODELLING
SPATIAL CLUSTER MODELLING (HB)
STAT LABS (PB)
STATISTICAL ANALYSIS OF GENE EXPRESSION MICROARRAY DATA
STATISTICAL ANALYSIS OF GENE EXPRESSION MICROARRAY DATA
STATISTICAL ANALYSIS OF GENE EXPRESSION MICROARRAY DATA
STATISTICAL ANALYSIS OF GENE EXPRESSION MICROARRAY DATA
STATISTICAL ANALYSIS OF GENE EXPRESSION MICROARRAY DATA
STATISTICAL ANALYSIS OF GENE EXPRESSION MICROARRAY DATA (HB)
STATISTICAL AND COMPUTATIONAL PHARMACOGENOMICS (HB)
STATISTICAL METHODS IN SPATIAL EPIDEMIOLOGY
STATISTICAL METHODS IN SPATIAL EPIDEMIOLOGY
STATISTICAL METHODS IN SPATIAL EPIDEMIOLOGY
STATISTICAL METHODS IN SPATIAL EPIDEMIOLOGY
STATISTICAL METHODS IN SPATIAL EPIDEMIOLOGY (HB)
STATISTICS IN ORNITHOLOGY (PB)
STATISTICS IN TOXICOLOGY (HB)
USING R FOR BAYESIAN SPATIAL AND SPATIO-TEMPORAL HEALTH MODELING
USING R FOR BAYESIAN SPATIAL AND SPATIO-TEMPORAL HEALTH MODELING (HB)

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