Approximate Bayesian Latent Variable Analysis

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Documentation for package ‘INLAvaan’ version 0.3.0

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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