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Bayesian computing with INLA: IWSM2011
Bayesian computing with INLA: short course in Aalborg
Bayesian computing with INLA: short course in Athens
Bayesian computing with INLA: short course in Oslo
Bayesian computing with INLA: The 16th Norwegian Statistical Conference
Bayesian disease mapping course, University of Edinburgh, April 2012
Course on Bayesian computing with INLA
Course on GMRF and INLA
Course: Spatial modeling with INLA
INLA Tutorial
INLA Tutorial: Fast Bayesian inference for Geostatistics and other latent Gaussian models
INLA users workshop
ISI2011 Dublin, August
Lectures on ``Bayesian computing with INLA''
LGM2012 - Workshop in Trondheim, Norway
Mini-course in Bayesian Computing with INLA
Read paper at RSS 16th March 2011
RECENT ADVANCES IN SPATIAL STATISTICS IN ECOLOGY
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Workshop in Bayesian Inference for Latent Gaussian Models with Applications
Workshop on Bayesian Inference for Latent Gaussian Models with Applications
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Models
>
Likelihoods
Here is a list of all
likelihood models
which are implemented in the R inla package. For each model a detailed description and an example of usage are provided.
Model
Name
Description
Negative Binomial
nbinomial
nbinomial.pdf
Poisson
poisson
poisson.pdf
Binomial
binomial
binomial.pdf
CBinomial
cbinomial
cbinomial.pdf
Gaussian
gaussian
gaussian.pdf
Skew Normal
sn
sn.pdf
Laplace
laplace
Student-t
T
Student-t.pdf
Gaussian model for stochastic volatility
stochvol
stochvolgaussian.pdf
Student-t model for stochastic volatility
stochvol.t
stochvolt.pdf
NIG model for stochastic volatility
stochvol.nig
stochvolnig.pdf
Zero inflated Poisson
zeroinflated.poisson.0
zeroinflated.poisson.1
zeroinflated.poisson.2
zeroinflated.pdf
Zero inflated Binomial
zeroinflated.binomial.0
zeroinflated.binomial.1
zeroinflated.pdf
Zero inflated negative Binomial
zeroinflated.nbinomial.0 zeroinflated.nbinomial.1 zeroinflated.nbinomial.2
zeroinflated.pdf
Zero inflated beta binomial (type 2)
zeroinflated.betabinomial.2
zeroinflatedbetabin.pdf
Generalised extreme value distribution (GEV)
gev
gev.pdf
Beta
beta
beta.pdf
Beta-Binomial
betabinomial
betabinomial.pdf
Logistic distribution
logistic
logistic.pdf
Exponential (Survival models)
exponential
exponential.pdf
Weibull (Survival model)
weibull
weibull.pdf
LogLogistic (Survival model)
loglogistic
loglogistic.pdf
LogNormal (Survival model)
lognormal
lognormal.pdf
Cox model (Survival model)
coxph
coxph.pdf
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