Using R for Bayesian spatial and spatio-temporal health modeling
tarafından
 
Lawson, Andrew (Andrew B.), author.

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

Yazar
Lawson, Andrew (Andrew B.), author.

ISBN
9781000376722
 
9781000376708
 
9781003043997

Basım Bilgisi
1st.

Fiziksel Tanımlama
1 online resource : illustrations (black and white).

Seri
Chapman & Hall/CRC the R series

Genel Not

1. Introduction and Data Sets
2. R Graphics and Spatial Health Data
3. Bayesian Hierarchical Models
4. Computation
5. Bayesian model Goodness of Fit Criteria
6. Bayesian Disease Mapping Models

Part I Basic Software Approaches

7. BRugs/OpenBUGS
8. Nimble
9. CARBayes
10. INLA and R-INLA
11. Clustering, Latent Variable and Mixture Modeling
12. Spatio-Temporal Modeling with MCMC
13. Spatio-Temporal Modeling with INLA

Part II Some Advanced and Special topics

14. Multivariate Models
15. Survival Modeling
16. Missingness, Measurement Error and Variable Selection
17. Individual Event Modeling
18. Infectious Disease Modeling


Konu Terimleri
Medical statistics -- Data processing.
 
Medical mapping -- Data processing.
 
Medical statistics -- Computer programs.
 
Geospatial data -- Computer processing.
 
Geographic information systems.
 
Information modeling -- Simulation methods.
 
R (Computer program language)
 
Bayesian statistical decision theory.
 
MATHEMATICS / Probability & Statistics / General
 
MEDICAL / Epidemiology

Elektronik Erişim
Taylor & Francis https://www.taylorfrancis.com/books/9781003043997
 
OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf


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