Hurtig levering
Fremragende Trustpilot
Op til 20% Rabat på nye medlemsordrer
Kurv
Bayesian inference with INLA
SPAR
kr 161
Bayesian inference with INLA

The integrated nested Laplace approximation (INLA) is a recent computational method that can fit Bayesian models in a fraction of the time required by typical Markov chain Monte Carlo (MCMC) methods. INLA focuses on marginal inference on the model parameters of latent Gaussian Markov random fields models and exploits conditional independence properties in the model for computational speed.

Bayesian Inference with INLA provides a description of INLA and its associated R package for model fitting. This book describes the underlying methodology as well as how to fit a wide range of models with R. Topics covered include generalized linear mixed-effects models, multilevel models, spatial and spatio-temporal models, smoothing methods, survival analysis, imputation of missing values, and mixture models. Advanced features of the INLA package and how to extend the number of priors and latent models available in the package are discussed. All examples in the book are fully reproducible and datasets and R code are available from the book website.

This book will be helpful to researchers from different areas with some background in Bayesian inference that want to apply the INLA method in their work. The examples cover topics on biostatistics, econometrics, education, environmental science, epidemiology, public health, and the social sciences.

Eksklusiv medlemspris 796 kr
Medlemspris 812 kr
Eksklusiv medlemspris og medlemspris er kun for medlemmer. Du bliver automatisk medlem når du køber til eksklusiv medlemspris eller medlemspris. Få 7 dages gratis medlemskab (herefter automatisk 89 kr/30 dage). Læs mere om fordelene
Gratis fragt
23 - 25 hverdage
10 kr
Lavt pakkegebyr
Normalpris 957 kr
Fragt: 59 kr
23 - 25 hverdage
20 kr
Pakkegebyr
Spar 161 kr
Se vores konkurrenters priser her
God 15.872 anmeldelser på

The integrated nested Laplace approximation (INLA) is a recent computational method that can fit Bayesian models in a fraction of the time required by typical Markov chain Monte Carlo (MCMC) methods. INLA focuses on marginal inference on the model parameters of latent Gaussian Markov random fields models and exploits conditional independence properties in the model for computational speed.

Bayesian Inference with INLA provides a description of INLA and its associated R package for model fitting. This book describes the underlying methodology as well as how to fit a wide range of models with R. Topics covered include generalized linear mixed-effects models, multilevel models, spatial and spatio-temporal models, smoothing methods, survival analysis, imputation of missing values, and mixture models. Advanced features of the INLA package and how to extend the number of priors and latent models available in the package are discussed. All examples in the book are fully reproducible and datasets and R code are available from the book website.

This book will be helpful to researchers from different areas with some background in Bayesian inference that want to apply the INLA method in their work. The examples cover topics on biostatistics, econometrics, education, environmental science, epidemiology, public health, and the social sciences.

Produktdetaljer
Sprog: Engelsk
Sider: 316
ISBN-13: 9781138039872
Indbinding: Hardback
Udgave:
ISBN-10: 113803987X
Udg. Dato: 17 feb 2020
Længde: 27mm
Bredde: 184mm
Højde: 260mm
Oplagsdato: 17 feb 2020
Forfatter(e) Virgilio (Universidad de Castilla-La Mancha Gomez-Rubio, Virgilio Gomez-Rubio


Kategori Epidemiologi og medicinsk statistik


Sprog Engelsk


Indbinding Hardback


Sider 316


Udgave


Længde 27mm


Bredde 184mm


Højde 260mm


Udg. Dato 17 feb 2020


Oplagsdato 17 feb 2020

MEDLEMSFORDELE
GRATIS FRAGT
SPAR OP TIL 90%
Andre har også købt
BOG (INDBUNDET)
Eksklusiv medlemspris kr 380

kr 499
Normalpris
kr 392
Medlemspris
SPAR
kr 119
BOG (INDBUNDET)
Eksklusiv medlemspris kr 199

kr 320
Normalpris
kr 211
Medlemspris
SPAR
kr 121
BOG (HÆFTET)
Eksklusiv medlemspris kr 200

kr 280
Normalpris
kr 208
Medlemspris
SPAR
kr 80
BOG (INDBUNDET)
Eksklusiv medlemspris kr 214

kr 320
Normalpris
kr 225
Medlemspris
SPAR
kr 106
BOG (HÆFTET)
Eksklusiv medlemspris kr 188

kr 269
Normalpris
kr 196
Medlemspris
SPAR
kr 81
BOG (INDBUNDET)
Eksklusiv medlemspris kr 199

kr 299
Normalpris
kr 209
Medlemspris
SPAR
kr 100
BOG (INDBUNDET)
Eksklusiv medlemspris kr 199

kr 299
Normalpris
kr 209
Medlemspris
SPAR
kr 100
BOG (INDBUNDET)
Eksklusiv medlemspris kr 294

kr 399
Normalpris
kr 305
Medlemspris
SPAR
kr 105
BOG (INDBUNDET)
Eksklusiv medlemspris kr 179

kr 249
Normalpris
kr 186
Medlemspris
SPAR
kr 70
BOG (HÆFTET)
Eksklusiv medlemspris kr 175

kr 269
Normalpris
kr 184
Medlemspris
SPAR
kr 94
BOG (PAPERBACK)
Eksklusiv medlemspris kr 166

kr 201
Normalpris
kr 170
Medlemspris
SPAR
kr 35
BOG (INDBUNDET)
Eksklusiv medlemspris kr 919

kr 1.499
Normalpris
kr 977
Medlemspris
SPAR
kr 580
BOG (PAPERBACK)
Eksklusiv medlemspris kr 115

kr 119
Normalpris
kr 115
Medlemspris
SPAR
kr 4
BOG (INDBUNDET)
Eksklusiv medlemspris kr 203

kr 300
Normalpris
kr 213
Medlemspris
SPAR
kr 97
BOG (HÆFTET)
Eksklusiv medlemspris kr 249

kr 249
Normalpris
kr 249
Medlemspris
BOG (HÆFTET)
Eksklusiv medlemspris kr 203

kr 300
Normalpris
kr 213
Medlemspris
SPAR
kr 97
BOG (HÆFTET)
Eksklusiv medlemspris kr 149

kr 249
Normalpris
kr 159
Medlemspris
SPAR
kr 100
BOG (INDBUNDET)
Eksklusiv medlemspris kr 214

kr 320
Normalpris
kr 225
Medlemspris
SPAR
kr 106
BOG (INDBUNDET)
Eksklusiv medlemspris kr 183

kr 270
Normalpris
kr 192
Medlemspris
SPAR
kr 87
BOG (INDBUNDET)
Eksklusiv medlemspris kr 118

kr 129
Normalpris
kr 119
Medlemspris
SPAR
kr 11
Vi anbefaler også
BOG (PAPERBACK)
Eksklusiv medlemspris kr 455

kr 518
Normalpris
kr 461
Medlemspris
SPAR
kr 63
BOG (PAPERBACK)
Eksklusiv medlemspris kr 595

kr 698
Normalpris
kr 605
Medlemspris
SPAR
kr 103
BOG (HARDBACK)
Eksklusiv medlemspris kr 971

kr 1.183
Normalpris
kr 992
Medlemspris
SPAR
kr 212
BOG (HARDBACK)
Eksklusiv medlemspris kr 814

kr 980
Normalpris
kr 831
Medlemspris
SPAR
kr 166
BOG (HARDBACK)
Eksklusiv medlemspris kr 684

kr 867
Normalpris
kr 702
Medlemspris
SPAR
kr 183
BOG (HARDBACK)
Eksklusiv medlemspris kr 929

kr 1.003
Normalpris
kr 936
Medlemspris
SPAR
kr 74
BOG (HARDBACK)
Eksklusiv medlemspris kr 840

kr 1.014
Normalpris
kr 857
Medlemspris
SPAR
kr 174
BOG (HARDBACK)
Eksklusiv medlemspris kr 796

kr 957
Normalpris
kr 812
Medlemspris
SPAR
kr 161
BOG (HARDBACK)
Eksklusiv medlemspris kr 971

kr 1.183
Normalpris
kr 992
Medlemspris
SPAR
kr 212
BOG (PAPERBACK)
Eksklusiv medlemspris kr 569

kr 664
Normalpris
kr 579
Medlemspris
SPAR
kr 95
BOG (HARDBACK)
Eksklusiv medlemspris kr 796

kr 957
Normalpris
kr 812
Medlemspris
SPAR
kr 161
BOG (HARDBACK)
Eksklusiv medlemspris kr 901

kr 1.092
Normalpris
kr 920
Medlemspris
SPAR
kr 191
BOG (HARDBACK)
Eksklusiv medlemspris kr 858

kr 1.036
Normalpris
kr 876
Medlemspris
SPAR
kr 178
BOG (HARDBACK)
Eksklusiv medlemspris kr 901

kr 1.092
Normalpris
kr 920
Medlemspris
SPAR
kr 191
BOG (HARDBACK)
Eksklusiv medlemspris kr 901

kr 1.092
Normalpris
kr 920
Medlemspris
SPAR
kr 191
BOG (HARDBACK)
Eksklusiv medlemspris kr 701

kr 867
Normalpris
kr 718
Medlemspris
SPAR
kr 166