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HH (version 1.5)

Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland

Description

Support software for Statistical Analysis and Data Display (Springer, ISBN 0-387-40270-5). This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data---showing code, graphics, and accompanying computer listings---for all the methods they cover. They emphasize how to construct and interpret graphs, discuss principles of graphical design, and show how accompanying traditional tabular results are used to confirm the visual impressions derived directly from the graphs. Many of the graphical formats are novel and appear here for the first time in print. All chapters have exercises.

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Version

Install

install.packages('HH')

Monthly Downloads

5,991

Version

1.5

License

GPL version 2 or newer

Maintainer

Richard Heiberger

Last Published

January 27th, 2022

Functions in HH (1.5)

as.multicomp

Support functions in R for MMC (mean--mean multiple comparisons) plots.
objip

loop through all attached directories looking for pattern
anova.mean

ANOVA table from the group sample sizes, means, and standard deviations.
HH-package

Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland
hh

Resolve filenames relative to the HH directory.
do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots
odds.ratio

Calculate or plot the odds ratio for a 2x2 table of counts.
panel.cartesian

trellis panel function, with labeled rows and columns and without strip labels.
lm.case

case statistics for regression analysis
panel.bwplot.hh

Panel functions for bwplot.
if.R

Conditional Execution for R or S-Plus
col.hh

Initializing Trellis Displays
panel.xysplom

panel method for xysplom.
interaction2wt

Plot all main effects and twoway interactions in a multifactor design
ladder

Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x.
panel.ci.plot

Default Panel Function for ci.plot
regr1.plot

plot x and y, with optional straight line fit and display of squared residuals
hov

Homogeneity of Variance
simint.mmc

MMC (mean--mean multiple comparisons) plots.
vif

Calculate the Variance Inflation Factor
grid.yaxis.hh

make x- and y-axis labels
X.residuals

Residuals from the regression of each column of a data.frame against all the other columns.
simint.mean

MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design.
t.trellis

Interchange the x- and y-axes for an S-Plus trellis object. Identity function for an R lattice object.
norm.curve

plot a normal curve with both x and z axes.
push.vp.hh

push and pop a grid viewport, turn clipping off, change scale.
partial.corr

partial correlations
export.eps

Exports a graph to an EPS file.
plot.hov

Homogeneity of Variance Plot
multicomp.order

Update a multicomp object by ordering its contrasts.
ci.plot

Plot confidence and prediction intervals for simple linear regression
simint.reverse

Force all comparisons in a "hmtest" from simint to have the same sign.
panel.interaction2wt

Plot all main effects and twoway interactions in a multifactor design
resid.squares

plot squared residuals in inches to match the y-dimension
plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.
ancova

Compute and plot oneway analysis of covariance
strip.xysplom

strip function that is able to place the correlation or regression coefficient into the strip label.
xysplom

scatterplot matrix with potentially different sets of variables on the rows and columns.