Scale-Dependent Hyperpriors in Structured Additive Distributional Regression

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Documentation for package ‘sdPrior’ version 1.0-0

• DESCRIPTION file.

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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