get_sim_results: Get parameter estimation and imputation results from a...

In lvhoskovec/pgmultinomr: Fit Bayesian Categorical Regression Model with Polya-Gamma Augmentation

Description

Get parameter estimation and imputation results from a simulation

Usage

get_sim_results(fit, ycomplete = NULL, beta_true, gamma_true = NULL)

Arguments

fit	object of type "pgmultinom"
ycomplete	(optional) complete outcome data
beta_true	list of true exposure regression coefficients for each category k = 1,...,K-1
gamma_true	(optional) list of true covariate regression coefficients for each category k = 1,...,K-1

Value

a list with components

• rmse_beta: RMSE for beta

• bias_beta: bias for beta

• rmse_gamma: RMSE for gamma if gamma_true is given

• bias_gamma: bias for gamma if gamma_true is given

• precision: precision for imputations

• recall: recall for imputations

lvhoskovec/pgmultinomr documentation built on Dec. 21, 2021, 12:45 p.m.