Scale-Dependent Hyperpriors in Structured Additive Distributional Regression

Documentation for package ‘sdPrior’ version 0.3

dapprox_unif	Compute Density Function of Approximated (Differentiably) Uniform Distribution.
DesignM	Computing Designmatrix for Splines
get_theta	Find Scale Parameter for 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
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