Linear Models with plssem

This vignette demonstrates how to estimate a traditional linear PLS-SEM using continuous indicators.

Theory of Planned Behavior (Continuous Indicators)

tpb <- '
# Outer Model (Based on Hagger et al., 2007)
  ATT =~ att1 + att2 + att3 + att4 + att5
  SN =~ sn1 + sn2
  PBC =~ pbc1 + pbc2 + pbc3
  INT =~ int1 + int2 + int3
  BEH =~ b1 + b2

# Inner Model (Based on Steinmetz et al., 2011)
  INT ~ ATT + SN + PBC
  BEH ~ INT + PBC
'

fit_tpb <- pls(
  tpb,
  data      = modsem::TPB,
  bootstrap = TRUE,
  boot.R    = 50
)
summary(fit_tpb)