Bayesian spatial models in INLA
Available likelihood families:
## Section [likelihood]
## 0binomial New 0-inflated Binomial
## 0binomialS New 0-inflated Binomial Swap
## 0poisson New 0-inflated Poisson
## 0poissonS New 0-inflated Poisson Swap
## agaussian The aggregated Gaussian likelihoood
## bcgaussian The Box-Cox Gaussian likelihoood
## bell The Bell likelihood
## beta The Beta likelihood
## betabinomial The Beta-Binomial likelihood
## betabinomialna The Beta-Binomial Normal approximation likelihood
## bgev The blended Generalized Extreme Value likelihood
## binomial The Binomial likelihood
## cbinomial The clustered Binomial likelihood
## cennbinomial2 The CenNegBinomial2 likelihood (similar to cenpoisson2)
## cenpoisson Then censored Poisson likelihood
## cenpoisson2 Then censored Poisson likelihood (version 2)
## circularnormal The circular Gaussian likelihoood
## coxph Cox-proportional hazard likelihood
## dgp Discrete generalized Pareto likelihood
## exponential The Exponential likelihood
## exponentialsurv The Exponential likelihood (survival)
## exppower The exponential power likelihoood
## fl The fl likelihood
## fmri fmri distribution (special nc-chi)
## fmrisurv fmri distribution (special nc-chi)
## gamma The Gamma likelihood
## gammacount A Gamma generalisation of the Poisson likelihood
## gammajw A special case of the Gamma likelihood
## gammajwsurv A special case of the Gamma likelihood (survival)
## gammasurv The Gamma likelihood (survival)
## gaussian The Gaussian likelihoood
## gaussianjw The GaussianJW likelihoood
## gev The Generalized Extreme Value likelihood
## ggaussian Generalized Gaussian
## ggaussianS Generalized GaussianS
## gompertz gompertz distribution
## gompertzsurv gompertz distribution
## gp Generalized Pareto likelihood
## gpoisson The generalized Poisson likelihood
## iidgamma (experimental)
## iidlogitbeta (experimental)
## loggammafrailty (experimental)
## logistic The Logistic likelihoood
## loglogistic The loglogistic likelihood
## loglogisticsurv The loglogistic likelihood (survival)
## lognormal The log-Normal likelihood
## lognormalsurv The log-Normal likelihood (survival)
## logperiodogram Likelihood for the log-periodogram
## mgamma The modal Gamma likelihood
## mgammasurv The modal Gamma likelihood (survival)
## nbinomial The negBinomial likelihood
## nbinomial2 The negBinomial2 likelihood
## nmix Binomial-Poisson mixture
## nmixnb NegBinomial-Poisson mixture
## npoisson The Normal approximation to the Poisson likelihood
## nzpoisson The nzPoisson likelihood
## occupancy Occupancy likelihood
## poisson The Poisson likelihood
## poisson.special1 The Poisson.special1 likelihood
## pom Likelihood for the proportional odds model
## qkumar A quantile version of the Kumar likelihood
## qloglogistic A quantile loglogistic likelihood
## qloglogisticsurv A quantile loglogistic likelihood (survival)
## rcpoisson Randomly censored Poisson
## sem The SEM likelihoood
## simplex The simplex likelihood
## sn The Skew-Normal likelihoood
## stdgaussian The stdGaussian likelihoood
## stochvol The Gaussian stochvol likelihood
## stochvolln The Log-Normal stochvol likelihood
## stochvolnig The Normal inverse Gaussian stochvol likelihood
## stochvolsn The SkewNormal stochvol likelihood
## stochvolt The Student-t stochvol likelihood
## t Student-t likelihood
## tpoisson Thinned Poisson
## tstrata A stratified version of the Student-t likelihood
## tweedie Tweedie distribution
## weibull The Weibull likelihood
## weibullsurv The Weibull likelihood (survival)
## wrappedcauchy The wrapped Cauchy likelihoood
## xbinomial The Binomial likelihood (experimental version)
## xpoisson The Poisson likelihood (expert version)
## zeroinflatedbetabinomial0 Zero-inflated Beta-Binomial, type 0
## zeroinflatedbetabinomial1 Zero-inflated Beta-Binomial, type 1
## zeroinflatedbetabinomial2 Zero inflated Beta-Binomial, type 2
## zeroinflatedbinomial0 Zero-inflated Binomial, type 0
## zeroinflatedbinomial1 Zero-inflated Binomial, type 1
## zeroinflatedbinomial2 Zero-inflated Binomial, type 2
## zeroinflatedcenpoisson0 Zero-inflated censored Poisson, type 0
## zeroinflatedcenpoisson1 Zero-inflated censored Poisson, type 1
## zeroinflatednbinomial0 Zero inflated negBinomial, type 0
## zeroinflatednbinomial1 Zero inflated negBinomial, type 1
## zeroinflatednbinomial1strata2 Zero inflated negBinomial, type 1, strata 2
## zeroinflatednbinomial1strata3 Zero inflated negBinomial, type 1, strata 3
## zeroinflatednbinomial2 Zero inflated negBinomial, type 2
## zeroinflatedpoisson0 Zero-inflated Poisson, type 0
## zeroinflatedpoisson1 Zero-inflated Poisson, type 1
## zeroinflatedpoisson2 Zero-inflated Poisson, type 2
## zeroninflatedbinomial2 Zero and N inflated binomial, type 2
## zeroninflatedbinomial3 Zero and N inflated binomial, type 3