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HH (version 2.3-36)

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

2.3-36

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

March 7th, 2013

Functions in HH (2.3-36)

ResizeEtc

Display multiple independent trellis objects on the same coordinated scale.
ResizeEtc.likertPlot

Display multiple independent trellis objects, representing likert plots, on the same coordinated scale.
arma.loop

Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
interaction.positioned

interaction method for positioned factors.
likertMosaic

Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style.
interaction2wt

Plot all main effects and twoway interactions in a multifactor design
ci.plot

Plot confidence and prediction intervals for simple linear regression
hh

Resolve filenames relative to the HH directory.
push.vp.hh

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

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

loop through all attached directories looking for pattern
panel.dotplot.tb

Dotplot with evenly spaced tiebreakers.
mmc.mean

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

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

Right-justify right-axis tick labels.
do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots
aovSufficient

Analysis of variance from sufficient statistics for groups.
panel.xysplom

panel method for xysplom.
mcalinfct

MCA multiple comparisons analysis (pairwise)
ladder

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

AE (Adverse Events) dotplot of incidence and relative risk
dchisq.intermediate

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

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

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

Defunct Functions in Package 'HH'
datasets

Datasets for Statistical Analysis and Data Display, Heiberger and Holland
legendGrob2wt

place separate keys to the left of each row of a trellis
tsdiagplot

Times series diagnostic plots for a structured set of ARIMA models.
plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.
as.matrix.listOfNamedMatrices

Convert a list of matrices to a single matrix
lm.regsubsets

Evaluate lm model with highest adjusted $R^2$.
panel.interaction2wt

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

Coordinated time series and ACF and PCF plots.
multicomp.order

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

Homogeneity of Variance Plot
arima.diag.hh

Repair design error in S-Plus arima.diag
ae.dotplot

AE (Adverse Events) dotplot of incidence and relative risk
regr2.plot

3D plot of z against x and y, with regression plane fit and display of squared residuals.
axis.i2wt

specialized axis function for interaction2wt.
export.eps

Exports a graph to an EPS file.
if.R

Conditional Execution for R or S-Plus
anovaMean

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

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

Calculate the Variance Inflation Factor
X.residuals

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

Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids.
panel.cartesian

trellis panel function, with labeled rows and columns and without strip labels.
glhtWithMCP.993

Retain averaging behavior that was previously available in glht.
print.tsdiagplot

Print a "tsdiagplot" object.
strip.background0

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

Print a Likert plot as a Population Triangle
lmatRows

Find the row numbers in the lmat corresponding to the focus factor.
emptyMainLeftAxisLeftStripBottomLegend

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

Helper functions for regr2.plot
mmc

MMC (mean--mean multiple comparisons) plots.
AEdotplot.data.frame

AE (Adverse Events) dotplot of incidence and relative risk, support functions
ancova-class

Class "ancova" Analysis of Covariance
HH-package

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

Interaction plot, with an option to print standard error bars.
positioned-class

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

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

Panel functions for tsdiagplot.
HH.regsubsets

Display tabular results for Best Subsets Regression.
lm.case

case statistics for regression analysis
GSremove

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
col.hh

Initializing Trellis Displays
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.
seqplot

Time series plot.
summary.arma.loop

summary and print and subscript methods for tsdiagplot and related objects.
cp.calc

Rearranges and improves the legibility of the output from the stepwise function in S-Plus.
diag.maybe.null

Returns a value for the diagonal of NA and NULL arguments.
grid.yaxis.hh

make x- and y-axis labels
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.
extra

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

Logistic function and its inverse.
F.curve

plot a chisquare or a F-curve.
strip.xysplom

strip function that is able to place the correlation or regression coefficient into the strip label.
regr1.plot

plot x and y, with optional straight line fit and display of squared residuals
t.trellis

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

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

Residual plots for a linear model.
ancova

Compute and plot oneway analysis of covariance
likertColor

Selection of colors for Likert plots.
npar.arma

Count the number of parameters in an ARIMA model specification.
partial.corr

partial correlations
resid.squares

plot squared residuals in inches to match the y-dimension
panel.bwplott

Extension to S-Plus trellis to allow transposed plots.
print.TwoTrellisColumns

Print two conformable trellis plots in adjacent columns with user control of widths.
panel.pairs.hh

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

Force all comparisons in a "multicomp" object to have the same sign.
panel.bwplot.intermediate.hh

Panel functions for bwplot.
panel.ci.plot

Default Panel Function for ci.plot
seqplot.forecast

seqplot with confidence bands for the forecast region.
OddsRatio

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

Homogeneity of Variance
plot.multicomp

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