Mental impariment and parents SES
A 6 x 4 contingency table representing the cross-classification of
mental health status (mental
) of 1660 young New York residents by
their parents' socioeconomic status (ses
).
data(Mental)
A data frame frequency table with 24 observations on the following 3 variables.
ses
an ordered factor with levels 1
< 2
< 3
< 4
< 5
< 6
mental
an ordered factor with levels Well
< Mild
< Moderate
< Impaired
Freq
cell frequency: a numeric vector
Both ses
and mental
can be treated as ordered factors or
integer scores. For ses
, 1="High" and 6="Low".
Haberman, S. J. The Analysis of Qualitative Data: New Developments, Academic Press, 1979, Vol. II, p. 375.
Srole, L.; Langner, T. S.; Michael, S. T.; Kirkpatrick, P.; Opler, M. K. & Rennie, T. A. C. Mental Health in the Metropolis: The Midtown Manhattan Study, NYU Press, 1978, p. 289
Friendly, M. Visualizing Categorical Data, Cary, NC: SAS Institute, 2000, Appendix B.7.
data(Mental) str(Mental) (Mental.tab <- xtabs(Freq ~ ses+mental, data=Mental)) # mosaic and sieve plots mosaic(Mental.tab, gp=shading_Friendly) sieve(Mental.tab, gp=shading_Friendly) library(ca) plot(ca(Mental.tab), main="Mental impairment & SES") title(xlab="Dim 1", ylab="Dim 2")
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