soc.ca (version 0.8.0)

moschidis: Moschidis example

Description

The example dataset used by Odysseas E. Moschidis (2009):

References

Moschidis, Odysseas E. <U+201C>A Different Approach to Multiple Correspondence Analysis (MCA) than That of Specific MCA.<U+201D> Math<U+00E9>matiques et Sciences Humaines / Mathematics and Social Sciences 47, no. 186 (October 15, 2009): 77<U+2013>88. https://doi.org/10.4000/msh.11091.

Examples

# NOT RUN {
# The moschidis example
data(moschidis)
active    <- moschidis[, c("E1","E2", "E3")]
id        <- moschidis[, c("ID")]
result    <- soc.mca(active, identifier = id, Moschidis = FALSE)

# Compare output to Moschidis (2009, p. 85)
result$inertia_full
# In the analysis of the 'real' data the modality
#'E1: 1' with a low mass (fr/Q) has a very high contribution to the fourth axis
result$ctr.mod[, 4]

# Using the transformed model suggested by Moschidis (2009) that takes into
# account the number of modalities per question in order to balance the
# contribution of the modalities
result_trans    <- soc.mca(active, identifier = id, Moschidis = TRUE)
result_trans$inertia_full
result_trans$ctr.mod[, 4]
# }