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HH (version 2.3-17)

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

2.3-17

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

August 13th, 2012

Functions in HH (2.3-17)

X.residuals

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

Selection of colors for Likert plots.
ancova-class

Class "ancova" Analysis of Covariance
gof.calculation

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

Homogeneity of Variance Plot
HH.regsubsets

Display tabular results for Best Subsets Regression.
orthog.complete

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

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

Exports a graph to an EPS file.
hov

Homogeneity of Variance
combineTwoTrellisColumns

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

Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items.
interaction2wt

Plot all main effects and twoway interactions in a multifactor design
panel.cartesian

trellis panel function, with labeled rows and columns and without strip labels.
HH-package

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

Print two conformable trellis plots in adjacent columns with user control of widths.
as.matrix.listOfNamedMatrices

Convert a list of matrices to a single matrix
lmatRows

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

Datasets for Statistical Analysis and Data Display, Heiberger and Holland
lm.case

case statistics for regression analysis
axis.i2wt

specialized axis function for interaction2wt.
ancova

Compute and plot oneway analysis of covariance
regr1.plot

plot x and y, with optional straight line fit and display of squared residuals
print.tsdiagplot

Print a "tsdiagplot" object.
glhtWithMCP.993

Retain averaging behavior that was previously available in glht.
positioned-class

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

Defunct Functions in Package 'HH'
multicomp.order

Update a multicomp object by ordering its contrasts.
grid.yaxis.hh

make x- and y-axis labels
seqplot

Time series plot.
tsacfplots

Coordinated time series and ACF and PCF plots.
vif

Calculate the Variance Inflation Factor
summary.arma.loop

summary and print and subscript methods for tsdiagplot and related objects.
objip

loop through all attached directories looking for pattern
panel.xysplom

panel method for xysplom.
diag.maybe.null

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

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

AE (Adverse Events) dotplot of incidence and relative risk
residual.plots

Residual plots for a linear model.
legendGrob2wt

place separate keys to the left of each row of a trellis
as.likert

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

Logistic function and its inverse.
col.hh

Initializing Trellis Displays
panel.bwplott

Extension to S-Plus trellis to allow transposed plots.
panel.ci.plot

Default Panel Function for ci.plot
partial.corr

partial correlations
hh

Resolve filenames relative to the HH directory.
arma.loop

Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
lm.regsubsets

Evaluate lm model with highest adjusted $R^2$.
regr2.plot

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

MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design.
panel.pairs.hh

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

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

Plot confidence and prediction intervals for simple linear regression
intxplot

Interaction plot, with an option to print standard error bars.
strip.background0

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

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

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
interaction.positioned

interaction method for positioned factors.
aov.sufficient

Analysis of variance from sufficient statistics for groups.
panel.interaction2wt

Plot all main effects and twoway interactions in a multifactor design
F.curve

plot a chisquare or a F-curve.
pyramidLikert

Print a Likert plot as a Population Triangle
likert

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

Panel functions for tsdiagplot.
cp.calc

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

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

Panel functions for bwplot.
mcalinfct

MCA multiple comparisons analysis (pairwise)
xysplom

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

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

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

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

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

Right-justify right-axis tick labels.
panel.dotplot.tb

Dotplot with evenly spaced tiebreakers.
push.vp.hh

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

Count the number of parameters in an ARIMA model specification.
do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots
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.
dchisq.intermediate

Intermediate f and chisq functions to simplify writing for both R and S-Plus.
plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.
t.trellis

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

Repair design error in S-Plus arima.diag
ladder

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

Display multiple independent trellis objects, representing likert plots, on the same coordinated 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.
norm.curve

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

Helper functions for regr2.plot
ResizeEtc

Display multiple independent trellis objects on the same coordinated scale.
seqplot.forecast

seqplot with confidence bands for the forecast region.
if.R

Conditional Execution for R or S-Plus
strip.xysplom

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