heplots: Parenting – R documentation

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Parenting

Father Parenting Competence

Description

The data, from an exercise given by Meyers et al. (2006) relates to 60 fathers assessed on three subscales of a Perceived Parenting Competence Scale. The fathers were selected from three groups: (a) fathers of a child with no disabilities; (b) fathers with a physically disabled child; (c) fathers with a mentally disabled child.

Usage

data("Parenting")

Format

A data frame with 60 observations on the following 4 variables.

group: a factor with levels Normal Physical Disability Mental Disability
caring: caretaking responsibilities, a numeric vector
emotion: emotional support provided to the child, a numeric vector
play: recreational time spent with the child, a numeric vector

Details

The scores on the response variables are discrete.

Source

Meyers, L. S., Gamst, G, & Guarino, A. J. (2006). Applied Multivariate Research: Design and Interpretation, Thousand Oaks, CA: Sage Publications, https://studysites.sagepub.com/amrStudy/, Exercises 10B.

Examples

data(Parenting)
require(car)

# fit the MLM
parenting.mod <- lm(cbind(caring, emotion, play) ~ group, data=Parenting)
Anova(parenting.mod)

# Box's M test
boxM(parenting.mod)
plot(boxM(parenting.mod))

parenting.mod <- lm(cbind(caring, emotion, play) ~ group, data=Parenting)
Anova(parenting.mod)
# test contrasts
print(linearHypothesis(parenting.mod, "group1"), SSP=FALSE)
print(linearHypothesis(parenting.mod, "group2"), SSP=FALSE)


heplot(parenting.mod)
# display tests of contrasts
hyp <- list("N:MP" = "group1", "M:P" = "group2")
heplot(parenting.mod, hypotheses=hyp)

# make a prettier plot
heplot(parenting.mod, hypotheses=hyp, asp=1,
       fill=TRUE, fill.alpha=c(0.3,0.1), 
       col=c("red", "blue"), 
       lty=c(0,0,1,1), label.pos=c(1,1,3,2),
       cex=1.4, cex.lab=1.4, lwd=3)

pairs(parenting.mod, fill=TRUE, fill.alpha=c(0.3, 0.1))

## Not run: 
heplot3d(parenting.mod, wire=FALSE)

## End(Not run)

heplots

Visualizing Hypothesis Tests in Multivariate Linear Models

v1.3-8

GPL (>= 2)

Authors

John Fox [aut], Michael Friendly [aut, cre], Georges Monette [ctb], Phil Chalmers [ctb]

Initial release

2021-01-20