## Not run: ------------------------------------
# ## example with customer satisfaction analysis
# ## group comparison based on the segmentation variable "gender"
#
# # 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_path = rbind(IMAG, EXPE, QUAL, VAL, SAT, LOY)
#
# # define outer model list
# sat_blocks = 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_path, sat_blocks,
# modes = sat_mod, scaled = FALSE)
#
# # permutation test with 100 permutations
# group_perm = plspm.groups(satpls, satisfaction$gender,
# method="permutation", reps=100)
# group_perm
#
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