# Approximate Bayesian Latent Variable Analysis

## Documentation for package ‘INLAvaan’ version 0.3.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Code demos. Use demo() to run them.
- Package NEWS
- Package README

## Help Pages

acfa | Fit an Approximate Bayesian Confirmatory Factor Analysis Model
add_loo | Approximate Leave-One-Out Cross-Validation for INLAvaan Models
agrowth | Fit an Approximate Bayesian Growth Curve Model
AIC-method | Log-Likelihood for INLAvaan Models
anova | Compare Bayesian Models Fitted with INLAvaan
anova-method | Compare Bayesian Models Fitted with INLAvaan
asem | Fit an Approximate Bayesian Structural Equation Model
as_fun_string | Convert function to single string
bfit_indices | Bayesian Fit Indices
BIC-method | Log-Likelihood for INLAvaan Models
coef | Class For Representing a (Fitted) Latent Variable Model
coef-method | Class For Representing a (Fitted) Latent Variable Model
compare | Compare Bayesian Models Fitted with INLAvaan
compare-method | Compare Bayesian Models Fitted with INLAvaan
dbeta_box | Density of a Beta distribution on a bounded interval
deviance | Deviance for INLAvaan Models
deviance.INLAvaan | Deviance for INLAvaan Models
diagnostics | Convergence and Approximation Diagnostics for INLAvaan Models
diagnostics-method | Convergence and Approximation Diagnostics for INLAvaan Models
dsnorm | The Skew Normal Distribution
fitmeasures | Fit Measures for a Latent Variable Model estimated using INLA
fitMeasures-method | Fit Measures for a Latent Variable Model estimated using INLA
fitmeasures-method | Fit Measures for a Latent Variable Model estimated using INLA
fitted | Model-Implied Moments for INLAvaan Models
fitted-method | Model-Implied Moments for INLAvaan Models
fitted.values-method | Model-Implied Moments for INLAvaan Models
fit_skew_normal | Fit a skew normal distribution to log-density evaluations
fit_skew_normal_samp | Fit a skew normal distribution to a sample
get_inlavaan_internal | Extract the Internal INLAvaan Object
inlavaan | Fit an Approximate Bayesian Latent Variable Model
INLAvaan-class | Class For Representing a (Fitted) Latent Variable Model
is_same_function | Helper function to check if two functions are the same
logLik | Log-Likelihood for INLAvaan Models
logLik-method | Log-Likelihood for INLAvaan Models
loo | Approximate Leave-One-Out Cross-Validation for INLAvaan Models
loo.INLAvaan | Approximate Leave-One-Out Cross-Validation for INLAvaan Models
loo.inlavaan_internal | Approximate Leave-One-Out Cross-Validation for INLAvaan Models
nobs | Class For Representing a (Fitted) Latent Variable Model
nobs-method | Class For Representing a (Fitted) Latent Variable Model
plot | Plot an INLAvaan Object
plot-method | Plot an INLAvaan Object
predict | Posterior Predictions for INLAvaan Models
predict-method | Posterior Predictions for INLAvaan Models
print.bfit_indices | Bayesian Fit Indices
priors_for | Specify priors for a SEM
qsnorm_fast | Fast Approximation of Skew-Normal Quantile Function
resid-method | Model Residuals for INLAvaan Models
residuals | Model Residuals for INLAvaan Models
residuals-method | Model Residuals for INLAvaan Models
sampling | Draw Samples from the Generative Model
sampling-method | Draw Samples from the Generative Model
show | Class For Representing a (Fitted) Latent Variable Model
show-method | Class For Representing a (Fitted) Latent Variable Model
simulate | Simulate Datasets from the Generative Model
simulate-method | Simulate Datasets from the Generative Model
standardisedSolution | Standardised solution of a latent variable model
standardisedsolution | Standardised solution of a latent variable model
standardizedSolution | Standardised solution of a latent variable model
standardizedsolution | Standardised solution of a latent variable model
summary | Class For Representing a (Fitted) Latent Variable Model
summary-method | Class For Representing a (Fitted) Latent Variable Model
summary.bfit_indices | Bayesian Fit Indices
timing | Timing Information for INLAvaan Models
timing-method | Timing Information for INLAvaan Models
update | Update and re-fit an INLAvaan model
update-method | Update and re-fit an INLAvaan model
vcov | Variance-Covariance Matrix for INLAvaan Models
vcov-method | Variance-Covariance Matrix for INLAvaan Models
waic | Widely Applicable Information Criterion for INLAvaan Models
waic.INLAvaan | Widely Applicable Information Criterion for INLAvaan Models
waic.inlavaan_internal | Widely Applicable Information Criterion for INLAvaan Models