Beta                    Beta Family Constructor (Capital B)
Gamma_family            Gamma family (GLM-style)
asymmetric_laplace      Asymmetric Laplace for Quantile Regression
bayes_R2                Bayesian R-squared for qbrms Models
bayesfactor             Bayesian Hypothesis Testing (very simple
                        approximations)
beta_binomial           Beta Binomial Family for Overdispersed Binary
                        Data
beta_prior              Specify Beta Prior Distribution
beta_variants           Alternative Beta Parameterizations
bf                      Create a Bayesian Formula
binomial                Binomial Family
c.qbrms_prior_spec      Combine Multiple Prior Specifications
cauchy                  Specify Cauchy Prior Distribution
check_convergence       Quick model diagnostics
circular_normal         Circular Normal Family for Directional Data
coef.qbrms_fit          Extract Coefficients from qbrms Models
coef.qbrms_multinomial_fit
                        Coefficients for multinomial qbrms fits
coef.tmb_ordinal_qbrms_fit
                        Coefficients Method for TMB Ordinal Fits
compare_models          Compare qbrms models
compare_significance    Compare Significance Across Multiple Models
conditional_effects     Conditional effects (generic)
conditional_effects.qbrms_fit
                        Conditional effects for qbrms Gaussian models
conditional_effects.tmb_ordinal_qbrms_fit
                        Conditional Effects for TMB Ordinal Models
conditional_effects_slices
                        Discrete-slice conditional effects (brms-style)
                        for qbrms
convert_family_to_inla
                        Convert Family Object to INLA-Compatible
                        Specification
create_dummy_data       Create Dummy Data for Testing
create_prior_object     Create Prior-Only Object for pp_check
cumulative              Cumulative Family for Ordinal Regression
default_priors          Default Priors for qbrms Models
density_plot            Density Plot for qbrms Models
diagnose_binomial_mixed
                        Diagnose Binomial Mixed Effects Models
diagnose_model          Automated Model Diagnostics and Recommendations
drop_random_effects     Drop Random Effects from Formula
emmeans                 Estimated marginal means (compatibility
                        wrapper)
exponential             Exponential Distribution (Prior or Family)
export_model            Export Model Specification
family_info             Get Family Documentation
family_supports_quantile
                        Check if Family Supports Quantile Regression
fitted.qbrms_fit        Extract fitted values from qbrms models
fitted.tmb_ordinal_qbrms_fit
                        Fitted Values Method for TMB Ordinal Fits
gamma                   Gamma Distribution (Prior or Family)
gaussian                Gaussian Family
gen_student_t           Generalized t Family
get_default_prior       Get Default Prior for Parameter Class
gev                     Generalized Extreme Value Family
hdi                     Highest Density Interval (HDI)
hurdle_families         Hurdle Families for Two-Part Models
iid                     IID Random Effects
import_model            Import Model Specification from JSON
kfold_cv                K-fold cross-validation for qbrms models
                        (ordinal and standard families)
laplace                 Laplace (Double Exponential) Family
list_extended_families
                        List Available Extended Families
lognormal               Lognormal Family Constructor
loo_compare             Compare models by LOO (default) or WAIC
model_builder           Interactive Model Builder for qbrms (console)
model_lab_addin         qbrms Model Lab (RStudio Add-in)
model_workflow_addin    Launch Guided Bayesian Workflow (RStudio
                        Add-in)
multinomial             Multinomial Family
neg_binomial            Negative Binomial Family
negbinomial             Negative Binomial Family (Alias)
normal                  Specify Normal Prior Distribution
p_direction             Probability of Direction (pd)
p_significance          Probability of Practical Significance (Enhanced
                        bayestestR-style)
plot.qbrms_conditional_effects
                        Plot conditional effects for qbrms models
plot.qbrms_diagnostics
                        Plot Method for Diagnostics
plot.qbrms_p_significance
                        Plot Method for Enhanced p_significance
plot_parameters         Plot Parameters with Prior/Posterior Comparison
poisson                 Poisson Family
pp_check                Posterior and prior predictive checks
pp_check.tmb_ordinal_qbrms_fit
                        Posterior predictive checks for TMB ordinal
                        models
print.qbrmb_fit         Print a qbrmb model fit
print.qbrms_diagnostics
                        Print Method for Diagnostics
print.qbrms_fit         Print Method for qbrms_fit Objects
print.qbrms_kfold       Print Method for qbrms_kfold Objects
print.qbrms_loo_compare
                        Print Method for qbrms_loo_compare Objects
print.qbrms_model_spec
                        Print Method for qbrms_model_spec
print.qbrms_multinomial_fit
                        Print method for multinomial qbrms fits
print.qbrms_p_significance
                        Print Method for Enhanced p_significance
print.qbrms_prior_build
                        Print method for qbrms_prior_build objects
print.qbrms_prior_code
                        Print method for qbrms_prior_code objects
print.qbrms_prior_diagnostics
                        Print method for qbrms_prior_diagnostics
                        objects
print.qbrms_prior_dist
                        Print Prior Distribution Objects
print.qbrms_prior_list
                        Print Prior List Objects
print.qbrms_prior_spec
                        Print Prior Specification Objects
print.qbrmsformula      Print method for qbrms formulas
print.summary.qbrms_fit
                        Print Method for summary.qbrms_fit Objects
print.tmb_ordinal_qbrms_fit
                        Print Method for TMB Ordinal Fits
prior                   Specify Prior for Model Parameters
prior_build_from_beliefs
                        Prior Build from Beliefs
prior_code              Format priors as qbrms prior() code
prior_pp_diagnostics    Prior predictive diagnostics and sensibility
                        report
prior_pp_summary        A convenience wrapper mirroring pp_check's
                        show_observed flag
prior_predictive_check
                        Create Prior Predictive Distribution Plot
prior_to_posterior_workflow
                        Complete Prior-to-Posterior Workflow
priors                  Prior Distribution Specifications
qbrm                    Alias for 'qbrms()'
qbrmO                   Quick Bayesian Ordinal Regression Models with
                        Adaptive Centering
qbrmb                   Enhanced binomial mixed-effects modelling
qbrmb_aggressive        Aggressively regularised binomial mixed-effects
                        model
qbrmb_regularised       Regularised binomial mixed-effects (enhanced
                        strategy)
qbrms                   Quick Bayesian Regression Models with Automatic
                        Routing
qbrms-model-criteria    Model comparison criteria for qbrms models
qbrms-package           qbrms: Quick Bayesian Regression Models using
                        INLA
qbrms_bayesian_analysis
                        Bayesian Analysis Functions (qbrms)
qbrms_binomial_regularised
                        Fixed Regularised Binomial Mixed Effects
                        Fitting
qbrms_emmeans           Estimated Marginal Means for qbrms models
qbrms_fit_log           Get captured fit log from a qbrms object (if
                        available)
qbrms_ordinal_binary    Ordinal regression via binary decomposition
                        (fallback)
qbrms_set_verbosity     Set qbrms verbosity for the current session
quick_density_comparison
                        Quick Density Comparison
random_walk_families    Random Walk Families
residuals.qbrms_fit     Extract residuals from qbrms models
rope_analysis           ROPE analysis
simplex                 Simplex Family for Compositional Data
skew_normal             Skew Normal Family
student_t               Student's t Family for Robust Regression
summary.qbrmb_fit       Summary Method for qbrmb_fit Objects
summary.qbrms_fit       Summary Method for qbrms_fit Objects
summary.qbrms_multinomial_fit
                        Summary method for multinomial qbrms fits
summary.qbrms_p_significance
                        Summary Method for Enhanced p_significance
summary.tmb_ordinal_qbrms_fit
                        Summary Method for TMB Ordinal Fits
tab_model               Create HTML Table for qbrms Models with
                        Enhanced Styling
test_corrected_bayes_R2
                        Test the corrected implementation with a
                        mixed-effects example
uniform                 Specify Uniform Prior Distribution
validate_family_quantile
                        Validate Family Quantile Combination
vcov.qbrms_fit          Extract Variance-Covariance Matrix from qbrms
                        Models
vcov.tmb_ordinal_qbrms_fit
                        Variance-Covariance Matrix Method for TMB
                        Ordinal Fits
view_table              Display HTML Table in Viewer
visualise_prior         Visualise Prior Distributions
weibull                 Weibull Survival Family
zero_inflated_negbinomial
                        Zero-Inflated Negative Binomial Family
zero_inflated_poisson   Zero-Inflated Poisson Family
