Approximate Bayesian Latent Variable Analysis

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Documentation for package ‘INLAvaan’ version 0.3.0

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

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