R: Scale-Dependent Hyperpriors in Structured Additive Distributional Regression

# Scale-Dependent Hyperpriors in Structured Additive Distributional Regression

## Documentation for package ‘sdPrior’ version 1.0-0

- DESCRIPTION file

## Help Pages

dapprox_unif | Compute Density Function of Approximated (Differentiably) Uniform Distribution.
DesignM | Computing Designmatrix for Splines
get_theta | Find Scale Parameter for (Scale Dependent) Hyperprior
get_theta_aunif | Find Scale Parameter for Hyperprior for Variances Where the Standard Deviations have an Approximated (Differentiably) Uniform Distribution.
get_theta_ga | Find Scale Parameter for Gamma (Half-Normal) Hyperprior
get_theta_gbp | Find Scale Parameter for Generalised Beta Prime (Half-Cauchy) Hyperprior
get_theta_ig | Find Scale Parameter for Inverse Gamma Hyperprior
get_theta_linear | Find Scale Parameter for Inverse Gamma Hyperprior of Linear Effects with Spike and Slab Prior
hyperpar | Find Scale Parameters for Inverse Gamma Hyperprior of Nonlinear Effects with Spike and Slab Prior (Simulation-based)
hyperparlin | Find Scale Parameter for Inverse Gamma Hyperprior of Linear Effects with Spike and Slab Prior
hyperpar_mod | Find Scale Parameter for modular regression
mdbeta | Marginal Density of beta
mdf_aunif | Marginal Density for Given Scale Parameter and Approximated Uniform Prior for tau
mdf_ga | Marginal Density for Given Scale Parameter and Half-Normal Prior for tau
mdf_gbp | Marginal Density for Given Scale Parameter and Half-Cauchy Prior for tau
mdf_ig | Marginal Density for Given Scale Parameter and Inverse Gamma Prior for tau^2
mdf_sd | Marginal Density for Given Scale Parameter and Scale-Dependent Prior for tau^2
papprox_unif | Compute Cumulative Distribution Function of Approximated (Differentiably) Uniform Distribution.
rapprox_unif | Draw Random Numbers from Approximated (Differentiably) Uniform Distribution.
zambia_graph | Prior precision matrix for spatial variable in Zambia data set
zambia_height92 | Malnutrition in Zambia