si.fun.plot {EPLSIM} | R Documentation |
plot estimated single index function
Description
plot estimated single index function
Usage
si.fun.plot(si.ci)
Arguments
si.ci |
A data set of estimated index and corresponding single index values |
Value
Single index function plot
Author(s)
Yuyan Wang
Examples
# example to plot estimated single index function
data(nhanes.new)
dat <- nhanes.new
# specify variable names and parameters
Y.name <- "log.triglyceride"
X.name <- c("X1_trans.b.carotene", "X2_retinol", "X3_g.tocopherol", "X4_a.tocopherol",
"X5_PCB99", "X6_PCB156", "X7_PCB206",
"X8_3.3.4.4.5.pncb", "X9_1.2.3.4.7.8.hxcdf", "X10_2.3.4.6.7.8.hxcdf")
Z.name <- c("AGE.c", "SEX.Female", "RACE.NH.Black",
"RACE.MexicanAmerican", "RACE.OtherRace", "RACE.Hispanic" )
spline.num = 5
spline.degree = 3
initial.random.num = 1
# run PLSI linear regression
set.seed(2023)
model_1 <- plsi.lr.v1(data = dat, Y.name = Y.name, X.name = X.name, Z.name = Z.name,
spline.num, spline.degree, initial.random.num)
# plot single index function
si.fun.plot(model_1$si.fun)
[Package EPLSIM version 0.1.0 Index]