summary_pim: Get summary statistics for fitted PIM.

In ge-li/upim: U-statistics Probabilistic Index Models

Get summary statistics for fitted PIM.

Description

Get summary statistics for fitted PIM.

Usage

summary_pim(pim_obj)

Arguments

pim_obj

fitted object from pim_fit()

Value

a data frame with columns

term	covariates
estimate	point estimate
std.error	standard error
statistic	Z-statistic (asymptotic)
p.value	p-value
link	link function used
prob.index	probabilistic index
prob.index.se	standard error of the probabilistic index

Examples

pim_obj <- pim_fit(mtcars$mpg, mtcars[c("cyl", "disp")], link = "logit", nleqslv.global = "dbldog")
summary_pim(pim_obj)
pim_obj <- pim_fit(mtcars$mpg, mtcars[c("cyl", "disp")], link = "probit", nleqslv.global = "dbldog")
summary_pim(pim_obj)

ge-li/upim documentation built on Oct. 30, 2022, 3:36 a.m.