Scale-Dependent Hyperpriors in Structured Additive Distributional Regression

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Documentation for package ‘sdPrior’ version 1.0-0

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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