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HH (version 2.3-15)

Statistical Analysis and Data Display: Heiberger and 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

6,252

Version

2.3-15

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

May 21st, 2012

Functions in HH (2.3-15)

GSremove

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
export.eps

Exports a graph to an EPS file.
X.residuals

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

Display tabular results for Best Subsets Regression.
ResizeEtc

Display multiple independent trellis objects on the same coordinated scale.
arima.diag.hh

Repair design error in S-Plus arima.diag
objip

loop through all attached directories looking for pattern
lmatRows

Find the row numbers in the lmat corresponding to the focus factor.
as.likert

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

Display multiple independent trellis objects, representing likert plots, on the same coordinated scale.
panel.xysplom

panel method for xysplom.
panel.acf

Panel functions for tsdiagplot.
intxplot

Interaction plot, with an option to print standard error bars.
extra

Miscellaneous functions that I wish were in or consistent between S-Plus and R.
panel.interaction2wt

Plot all main effects and twoway interactions in a multifactor design
cp.calc

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

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

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

Conditional Execution for R or S-Plus
ci.plot

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

plot squared residuals in inches to match the y-dimension
aov.sufficient

Analysis of variance from sufficient statistics for groups.
norm.curve

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

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

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

Update a multicomp object by ordering its contrasts.
do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots
positioned-class

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

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

seqplot with confidence bands for the forecast region.
panel.cartesian

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

Logistic function and its inverse.
plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.
arma.loop

Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
regr2.plot

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

Time series plot.
tsacfplots

Coordinated time series and ACF and PCF plots.
HH-package

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

interaction method for positioned factors.
F.curve

plot a chisquare or a F-curve.
perspPlane

Helper functions for regr2.plot
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.
plot.hov

Homogeneity of Variance Plot
print.tsdiagplot

Print a "tsdiagplot" object.
mmc

MMC (mean--mean multiple comparisons) plots.
strip.background0

Turn off the coloring in the trellis strip labels. Color 0 is the background color.
orthog.complete

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

Homogeneity of Variance
panel.dotplot.tb

Dotplot with evenly spaced tiebreakers.
likert

Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids.
axis.i2wt

specialized axis function for interaction2wt.
pyramidLikert

Print a Likert plot as a Population Triangle
push.vp.hh

push and pop a grid viewport, turn clipping off, change scale.
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.
summary.arma.loop

summary and print and subscript methods for tsdiagplot and related objects.
regr1.plot

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

Calculate the Variance Inflation Factor
mcalinfct

MCA multiple comparisons analysis (pairwise)
glhtWithMCP.993

Retain averaging behavior that was previously available in glht.
gof.calculation

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

Compute and plot oneway analysis of covariance
xysplom

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

Convert a list of matrices to a single matrix
defunct

Defunct Functions in Package 'HH'
dchisq.intermediate

Intermediate f and chisq functions to simplify writing for both R and S-Plus.
hh

Resolve filenames relative to the HH directory.
ancova-class

Class "ancova" Analysis of Covariance
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
residual.plots

Residual plots for a linear model.
lm.regsubsets

Evaluate lm model with highest adjusted $R^2$.
likertColor

Selection of colors for Likert plots.
combineTwoTrellisColumns

Combine two trellis objects, each containing one column of trellis panels, into a single trellis object containing all panels.
tsdiagplot

Times series diagnostic plots for a structured set of ARIMA models.
legendGrob2wt

place separate keys to the left of each row of a trellis
npar.arma

Count the number of parameters in an ARIMA model specification.
print.TwoTrellisColumns

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

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

Datasets for Statistical Analysis and Data Display, Heiberger and Holland
grid.yaxis.hh

make x- and y-axis labels
plot.multicomp

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

Initializing Trellis Displays
diag.maybe.null

Returns a value for the diagonal of NA and NULL arguments.
panel.axis.right

Right-justify right-axis tick labels.
strip.xysplom

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

partial correlations
panel.ci.plot

Default Panel Function for ci.plot
as.multicomp

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

Extension to S-Plus trellis to allow transposed plots.
panel.bwplot.intermediate.hh

Panel functions for bwplot.
t.trellis

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