showEffect: Show effects of covariates

In autoReg: Automatic Linear and Logistic Regression and Survival Analysis

Show effects of covariates

Description

Show effects of covariates

Usage

showEffect(
  fit,
  x = NULL,
  color = NULL,
  facet = NULL,
  autovar = TRUE,
  pred.values = list(),
  se = TRUE,
  logy = TRUE,
  collabel = label_both,
  rowlabel = label_both
)

Arguments

fit	An object of class survreg
x	character name of x-axis variable
color	character name of color variable
facet	character name of facet variable
autovar	logical Whether or not select color and facet variable automatically
pred.values	list list of values of predictor variables
se	logical whether or not show se
logy	logical WHether or not draw y-axis on log scale
collabel	labeller for column
rowlabel	labeller for row

Value

A ggplot

Examples

library(survival)
library(ggplot2)
fit=survreg(Surv(time,status)~ph.ecog+sex*age,data=lung,dist="weibull")
showEffect(fit)
fit=survreg(Surv(time,status)~rx+sex+age+obstruct+adhere,data=colon,dist="weibull")
showEffect(fit)
showEffect(fit,rowlabel=label_value)
fit=survreg(Surv(time,status)~ph.ecog+sex,data=lung,dist="weibull")
showEffect(fit)
fit=survreg(Surv(time,status)~ph.ecog+age,data=lung,dist="weibull")
showEffect(fit)
fit=survreg(Surv(time,status)~ph.ecog+sex*age,data=lung,dist="weibull")
showEffect(fit,x="age",color="sex",facet="ph.ecog")
showEffect(fit,pred.values=list(age=c(50,60,70),ph.ecog=c(0,3),sex=c(1,2)),
  x="ph.ecog",color="sex",facet="age",autovar=FALSE)
fit=survreg(Surv(time,status)~age,data=lung,dist="weibull")
showEffect(fit)

autoReg documentation built on Nov. 14, 2023, 9:07 a.m.