Learn R Programming
⚠️There's a newer version (3.1-47) of this package.Take me there.

HH (version 3.0-4)

Statistical Analysis and Data Display: Heiberger and Holland

Description

Support software for Statistical Analysis and Data Display (First Edition, Springer, ISBN 0-387-40270-5) and (Second Edition, Springer, ISBN x-xxx-xxxxx-x). This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The second edition includes redesigned graphics and additional chapters. The authors 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. All functions introduced in the book are in the package. R code for all examples, both graphs and tables, in the book is included in the scripts directory of the package.

Copy Link

Version

Install

install.packages('HH')

Monthly Downloads

18,030

Version

3.0-4

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

March 11th, 2014

Functions in HH (3.0-4)

do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots
strip.background0

Turn off the coloring in the trellis strip labels. Color 0 is the background color.
arma.loop

Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
as.likert

Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data.
ladder

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

Support functions in R for MMC (mean--mean multiple comparisons) plots.
glhtWithMCP.993

Retain averaging behavior that was previously available in glht.
col.hh

Initializing Trellis Displays
GSremove

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
tsdiagplot

Times series diagnostic plots for a structured set of ARIMA models.
if.R

Conditional Execution for R or S-Plus
panel.dotplot.tb

Dotplot with evenly spaced tiebreakers.
hh

Resolve filenames relative to the HH directory.
panel.axis.right

Right-justify right-axis tick labels.
emptyMainLeftAxisLeftStripBottomLegend

Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items.
lm.case

case statistics for regression analysis
ancova

Compute and plot oneway analysis of covariance
as.matrix.listOfNamedMatrices

Convert a list of matrices to a single matrix
panel.xysplom

panel method for xysplom.
positioned-class

Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor.
print.TwoTrellisColumns

Print two conformable trellis plots in adjacent columns with user control of widths.
logit

Logistic function and its inverse.
panel.ci.plot

Default Panel Function for ci.plot
cp.calc

Rearranges and improves the legibility of the output from the stepwise function in S-Plus.
likertColor

Selection of colors for Likert plots.
sufficient

Calculates the mean, standard deviation, and number of observations in each group of a data.frame that has one continuous variable and two factors.
panel.cartesian

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

MCA multiple comparisons analysis (pairwise)
vif

Calculate the Variance Inflation Factor
ResizeEtc.likertPlot

Display multiple independent trellis objects, representing likert plots, on the same coordinated scale.
multicomp.order

Update a multicomp object by ordering its contrasts.
X.residuals

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

Find or assign the implied position for graphing the levels of a factor. A new class "positioned", which inherits from "ordered" and "factor", is defined.
t.trellis

Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object.
defunct

Defunct Functions in Package 'HH'
dchisq.intermediate

Intermediate f and chisq functions to simplify writing for both R and S-Plus.
diag.maybe.null

Returns a value for the diagonal of NA and NULL arguments.
likert

Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids.
npar.arma

Count the number of parameters in an ARIMA model specification.
seqplot.forecast

seqplot with confidence bands for the forecast region.
ae.dotplot

AE (Adverse Events) dotplot of incidence and relative risk
plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.
gof.calculation

Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus.
regr1.plot

plot x and y, with optional straight line fit and display of squared residuals
orthog.complete

Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns.
regr2.plot

3D plot of z against x and y, with regression plane fit and display of squared residuals.
panel.likert

Panel functions for likert that include a stackWidth argument
F.curve

plot a chisquare or a F-curve.
push.vp.hh

push and pop a grid viewport, turn clipping off, change scale.
plot.hov

Homogeneity of Variance Plot
norm.curve

plot a normal or a t-curve with both x and z axes.
mmc

MMC (mean--mean multiple comparisons) plots.
HH-package

Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland
panel.interaction2wt

Plot all main effects and twoway interactions in a multifactor design
summary.arma.loop

summary and print and subscript methods for tsdiagplot and related objects.
strip.xysplom

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

Evaluate lm model with highest adjusted $R^2$.
ancova-class

Class "ancova" Analysis of Covariance
lmatRows

Find the row numbers in the lmat corresponding to the focus factor.
grid.yaxis.hh

make x- and y-axis labels
legendGrob2wt

place separate keys to the left of each row of a trellis
axis.i2wt

specialized axis function for interaction2wt.
pyramidLikert

Print a Likert plot as a Population Triangle
arima.diag.hh

Repair design error in S-Plus arima.diag
ci.plot

Plot confidence and prediction intervals for simple linear regression
resid.squares

plot squared residuals in inches to match the y-dimension
hov

Homogeneity of Variance
datasets

Datasets for Statistical Analysis and Data Display, Heiberger and Holland
xysplom

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

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

Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons.
panel.bwplot.intermediate.hh

Panel functions for bwplot.
LikertPercentCountColumns

Display likert plots with percents in the first column of panels and counts in the second column of panels.
export.eps

Exports a graph to an EPS file.
ResizeEtc

Display multiple independent trellis objects on the same coordinated scale.
aovSufficient

Analysis of variance from sufficient statistics for groups.
interaction.positioned

interaction method for positioned factors.
HH.regsubsets

Display tabular results for Best Subsets Regression.
AEdotplot

AE (Adverse Events) dotplot of incidence and relative risk
objip

loop through all attached directories looking for pattern
panel.bwplot.superpose

Panel function for bwplot that displays an entire box in the colors coded by groups.
panel.pairs.hh

Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments.
anovaMean

ANOVA table from the group sample sizes, means, and standard deviations.
likertMosaic

Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style.
multicomp.reverse

Force all comparisons in a "multicomp" object to have the same sign.
interaction2wt

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

Helper functions for regr2.plot
panel.bwplott

Extension to S-Plus trellis to allow transposed plots.
panel.acf

Panel functions for tsdiagplot.
partial.corr

partial correlations
seqplot

Time series plot.
tsacfplots

Coordinated time series and ACF and PCF plots.
residual.plots

Residual plots for a linear model.
intxplot

Interaction plot, with an option to print standard error bars.
AEdotplot.data.frame

AE (Adverse Events) dotplot of incidence and relative risk, support functions
extra

Miscellaneous functions that I wish were in or consistent between S-Plus and R.
mmc.mean

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

Print a "tsdiagplot" object.