## typical example of PLS-PM in customer satisfaction analysis
## model with six LVs and reflective indicators
# load dataset satisfaction
data(satisfaction, package="plspm2")
# path matrix
IMAG = c(0,0,0,0,0,0)
EXPE = c(1,0,0,0,0,0)
QUAL = c(0,1,0,0,0,0)
VAL = c(0,1,1,0,0,0)
SAT = c(1,1,1,1,0,0)
LOY = c(1,0,0,0,1,0)
sat_path = rbind(IMAG, EXPE, QUAL, VAL, SAT, LOY)
# plot diagram of path matrix
innerplot(sat_path)
# blocks of outer model
sat_blocks = list(1:5, 6:10, 11:15, 16:19, 20:23, 24:27)
# vector of modes (reflective indicators)
sat_mod = rep("A", 6)
# apply plspm
satpls = plspm(satisfaction, sat_path, sat_blocks, modes = sat_mod,
scaled = FALSE)
# plot diagram of the inner model
innerplot(satpls)
# plot loadings
outerplot(satpls, what="loadings")
# plot outer weights
outerplot(satpls, what="weights")
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.