HH v3.0-3


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Statistical Analysis and Data Display: Heiberger and Holland

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.

Functions in HH

Name Description
npar.arma Count the number of parameters in an ARIMA model specification.
logit Logistic function and its inverse.
col.hh Initializing Trellis Displays
panel.acf Panel functions for tsdiagplot.
hh Resolve filenames relative to the HH directory.
plot.mmc.multicomp MMC (Mean--mean Multiple Comparisons) plot.
print.TwoTrellisColumns Print two conformable trellis plots in adjacent columns with user control of widths.
panel.interaction2wt Plot all main effects and twoway interactions in a multifactor design
ci.plot Plot confidence and prediction intervals for simple linear regression
regr1.plot plot x and y, with optional straight line fit and display of squared residuals
legendGrob2wt place separate keys to the left of each row of a trellis
axis.i2wt specialized axis function for interaction2wt.
ResizeEtc Display multiple independent trellis objects on the same coordinated scale.
as.likert Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data.
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.
HH.regsubsets Display tabular results for Best Subsets Regression.
do.formula.trellis.xysplom Interprets model formulas for xysplom and extended bwplots
xysplom scatterplot matrix with potentially different sets of variables on the rows and columns.
as.multicomp Support functions in R for MMC (mean--mean multiple comparisons) plots.
ae.dotplot AE (Adverse Events) dotplot of incidence and relative risk
AEdotplot AE (Adverse Events) dotplot of incidence and relative risk
plot.hov Homogeneity of Variance Plot
multicomp.reverse Force all comparisons in a "multicomp" object to have the same sign.
intxplot Interaction plot, with an option to print standard error bars.
likert Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids.
anovaMean ANOVA table from the group sample sizes, means, and standard deviations.
diag.maybe.null Returns a value for the diagonal of NA and NULL arguments.
HH-package Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland
extra Miscellaneous functions that I wish were in or consistent between S-Plus and R.
as.matrix.listOfNamedMatrices Convert a list of matrices to a single matrix
AEdotplot.data.frame AE (Adverse Events) dotplot of incidence and relative risk, support functions
ResizeEtc.likertPlot Display multiple independent trellis objects, representing likert plots, on the same coordinated scale.
ancova Compute and plot oneway analysis of covariance
grid.yaxis.hh make x- and y-axis labels
panel.pairs.hh Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments.
plot.multicomp Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons.
hov Homogeneity of Variance
dchisq.intermediate Intermediate f and chisq functions to simplify writing for both R and S-Plus.
norm.curve plot a normal or a t-curve with both x and z axes.
lm.regsubsets Evaluate lm model with highest adjusted $R^2$.
ladder Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x.
datasets Datasets for Statistical Analysis and Data Display, Heiberger and Holland
panel.dotplot.tb Dotplot with evenly spaced tiebreakers.
X.residuals Residuals from the regression of each column of a data.frame against all the other columns.
resid.squares plot squared residuals in inches to match the y-dimension
aovSufficient Analysis of variance from sufficient statistics for groups.
panel.bwplot.superpose Panel function for bwplot that displays an entire box in the colors coded by groups.
perspPlane Helper functions for regr2.plot
seqplot.forecast seqplot with confidence bands for the forecast region.
mcalinfct MCA multiple comparisons analysis (pairwise)
multicomp.order Update a multicomp object by ordering its contrasts.
strip.background0 Turn off the coloring in the trellis strip labels. Color 0 is the background color.
interaction2wt Plot all main effects and twoway interactions in a multifactor design
lm.case case statistics for regression analysis
panel.ci.plot Default Panel Function for ci.plot
objip loop through all attached directories looking for pattern
positioned-class Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor.
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
seqplot Time series plot.
strip.xysplom strip function that is able to place the correlation or regression coefficient into the strip label.
if.R Conditional Execution for R or S-Plus
partial.corr partial correlations
pyramidLikert Print a Likert plot as a Population Triangle
F.curve plot a chisquare or a F-curve.
vif Calculate the Variance Inflation Factor
defunct Defunct Functions in Package 'HH'
tsdiagplot Times series diagnostic plots for a structured set of ARIMA models.
OddsRatio Calculate or plot the odds ratio for a 2x2 table of counts.
panel.xysplom panel method for xysplom.
push.vp.hh push and pop a grid viewport, turn clipping off, change scale.
panel.bwplott Extension to S-Plus trellis to allow transposed plots.
ancova-class Class "ancova" Analysis of Covariance
LikertPercentCountColumns Display likert plots with percents in the first column of panels and counts in the second column of panels.
GSremove Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
glhtWithMCP.993 Retain averaging behavior that was previously available in glht.
likertColor Selection of colors for Likert plots.
likertMosaic Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style.
export.eps Exports a graph to an EPS file.
orthog.complete Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns.
print.tsdiagplot Print a "tsdiagplot" object.
mmc.mean MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design.
t.trellis Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object.
tsacfplots Coordinated time series and ACF and PCF plots.
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.
cp.calc Rearranges and improves the legibility of the output from the stepwise function in S-Plus.
panel.bwplot.intermediate.hh Panel functions for bwplot.
panel.axis.right Right-justify right-axis tick labels.
arima.diag.hh Repair design error in S-Plus arima.diag
residual.plots Residual plots for a linear model.
summary.arma.loop summary and print and subscript methods for tsdiagplot and related objects.
gof.calculation Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus.
interaction.positioned interaction method for positioned factors.
mmc MMC (mean--mean multiple comparisons) plots.
arma.loop Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
panel.cartesian trellis panel function, with labeled rows and columns and without strip labels.
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.
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Type Package
Date 2014-02-05
License GPL (>= 2)
Packaged 2014-02-15 23:19:44 UTC; rmh
NeedsCompilation no
Repository CRAN
Date/Publication 2014-02-16 08:09:35

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