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HH (version 2.2-23)

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

7,301

Version

2.2-23

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

December 24th, 2011

Functions in HH (2.2-23)

X.residuals

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

Initializing Trellis Displays
HH_regsubsets

Display tabular results for Best Subsets Regression.
as.matrix.listOfNamedMatrices

Convert a list of matrices to a single matrix
arma.loop

Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
panel.axis.right

Right-justify right-axis tick labels.
extra

Miscellaneous functions that I wish were in or consistent between S-Plus and R.
do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots
datasets

Datasets for Statistical Analysis and Data Display, Heiberger and Holland
cp.calc

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

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

Analysis of variance from sufficient statistics for groups.
likert

Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids.
anova.mean

ANOVA table from the group sample sizes, means, and standard deviations.
interaction2wt

Plot all main effects and twoway interactions in a multifactor design
as.likert

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

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

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

Plot confidence and prediction intervals for simple linear regression
F.curve

plot a chisquare or a F-curve.
combineTwoTrellisColumns

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

Class "ancova" Analysis of Covariance
axis.i2wt

specialized axis function for interaction2wt.
export.eps

Exports a graph to an EPS file.
grid.yaxis.hh

make x- and y-axis labels
ladder

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

Helper functions for regr2.plot
if.R

Conditional Execution for R or S-Plus
partial.corr

partial correlations
legendGrob2wt

place separate keys to the left of each row of a trellis
regr1.plot

plot x and y, with optional straight line fit and display of squared residuals
interaction.positioned

interaction method for positioned factors.
panel.pairs.hh

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

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

Count the number of parameters in an ARIMA model specification.
GSremove

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
as.multicomp

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

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

Time series plot.
arima.diag.hh

Repair design error in S-Plus arima.diag
hov

Homogeneity of Variance
xysplom

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

Logistic function and its inverse.
panel.bwplot.intermediate.hh

Panel functions for bwplot.
plot.hov

Homogeneity of Variance Plot
t.trellis

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

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

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

loop through all attached directories looking for pattern
gof.calculation

Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus.
summary.arma.loop

summary and print and subscript methods for tsdiagplot and related objects.
lm.regsubsets

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

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

Coordinated time series and ACF and PCF plots.
panel.dotplot.tb

Dotplot with evenly spaced tiebreakers.
strip.xysplom

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

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

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

MCA multiple comparisons analysis (pairwise)
panel.ci.plot

Default Panel Function for ci.plot
resid.squares

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

Residual plots for a linear model.
strip.background0

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

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

Panel functions for tsdiagplot.
multicomp.order

Update a multicomp object by ordering its contrasts.
panel.interaction2wt

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

Resolve filenames relative to the HH directory.
positioned-class

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

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

Calculate the Variance Inflation Factor
lm.case

case statistics for regression analysis
print.tsdiagplot

Print a "tsdiagplot" object.
pyramidLikert

Print a Likert plot as a Population Triangle
regr2.plot

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

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

Compute and plot oneway analysis of covariance
dchisq.intermediate

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

panel method for xysplom.
plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.
panel.bwplott

Extension to S-Plus trellis to allow transposed plots.
tsdiagplot

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

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

Find the row numbers in the lmat corresponding to the focus factor.
orthog.complete

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

seqplot with confidence bands for the forecast region.