## Not run: ------------------------------------
# ## typical example of PLS-PM in customer satisfaction analysis
# ## model with six LVs and reflective indicators
# # load data satisfaction
# data(satisfaction)
#
# # define inner model 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.inner = rbind(IMAG, EXPE, QUAL, VAL, SAT, LOY)
#
# # define outer model list
# sat.outer = list(1:5, 6:10, 11:15, 16:19, 20:23, 24:27)
#
# # define vector of reflective modes
# sat.mod = rep("A", 6)
#
# # apply plspm
# satpls = plspm(satisfaction, sat.inner, sat.outer, sat.mod, scheme="centroid",
# scaled=FALSE)
#
# # plot path coefficients
# plot(satpls, what="inner")
#
# # plot loadings
# plot(satpls, what="loadings")
#
# # plot outer weights
# plot(satpls, what="weights")
#
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