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Calculate posterior summaries for hierarchical parameters

Usage

posterior_summary_hierparam_localhierarchy(
  fit,
  parname,
  morethan1param = FALSE,
  hierarchical_levels = fit$hierarchical_level
)

Arguments

fit

needs to include parname_star

parname

selected parameter name (example: "mu")

morethan1param

does paramname refer to more than 1 parameter (a vector)

hierarchical_levels

specifies the names of the hierarchical levels (defaults to fit$hierarchical_level)

Value

list with summaries of mu for each hierarchical level (units with each level) these mus are obtained by summing up all relevant etas for morethan1param, each level has a list where k refers to the index