Spatial and spatio-temporal Bayesian models with R-INLA

Spatial and spatio-temporal Bayesian models with R-INLA

by Blangiardo, Marta

Type Book
Rate 0.0 /5

Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a muchneeded, practically oriented & innovative presentation of the combination ofBayesian methodology and spatial statistics. The authors combine an introduction toBayesian theory and methodology with a focus on the spatial and spatio­-temporal modelsused within the Bayesian framework and a series of practical examples which allowthe reader to link the statistical theory presented to real data problems. The numerousexamples from …

Read More ↓
Details
Files
Reviews
Download

Title Statements

  • Full title :Spatial and spatio-temporal Bayesian models with R-INLA / by Marta Blangiardo and Michela Cameletti.

Summary

Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a muchneeded, practically oriented & innovative presentation of the combination ofBayesian methodology and spatial statistics. The authors combine an introduction toBayesian theory and methodology with a focus on the spatial and spatio­-temporal modelsused within the Bayesian framework and a series of practical examples which allowthe reader to link the statistical theory presented to real data problems. The numerousexamples from the fields of epidemiology, biostatistics and social science all arecoded in the R package R-INLA, which has proven to be a valid alternative to the commonlyused Markov Chain Monte Carlo simulations.

Read More ↓

Edition Statements

  • Publication Date:2015.

Publication Statements

  • Publisher(s):Wiley
  • Language:eng
  • Publication Date:2015.

The Physical Object

  • Description:1 online resource (308 pages :) : illustrations

Edition Identifiers

  • ISBN:9781118326558, 1118326555, 9781118950203, 1118950208, 9781118950197, 1118950194, 9781118950210, 1118950216
  • oclc:on1343605755
  • LC Classification:QA279.5
  • Dewey Decimal:519.5/42

Subjects

Asymptotic distribution (Probability th… Bayesian statistical decision theory R (Computer program language) Spatial analysis (Statistics)

Writers

Blangiardo, Marta Cameletti, Michela

Rate & Review

0.0/5
(0 people Voted)

No reviews yet. Be the first to rate this work.

Files & Downloads

  • Spatial and Spatio-temporal Bayesian Models with …

    PDF · 26.4 MB · updated
    Login →

  • Spatial and Spatio-Temporal Bayesian Models with …

    PDF · 21.7 MB · updated
    Login →
Log in to request a copy