HH v2.3-27

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Statistical Analysis and Data Display: Heiberger and Holland

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.

Functions in HH

Name Description
AEdotplot.data.frame AE (Adverse Events) dotplot of incidence and relative risk, support functions
legendGrob2wt place separate keys to the left of each row of a trellis
panel.cartesian trellis panel function, with labeled rows and columns and without strip labels.
arima.diag.hh Repair design error in S-Plus arima.diag
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.
as.likert Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data.
emptyMainLeftAxisLeftStripBottomLegend Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items.
if.R Conditional Execution for R or S-Plus
do.formula.trellis.xysplom Interprets model formulas for xysplom and extended bwplots
HH-package Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland
ae.dotplot AE (Adverse Events) dotplot of incidence and relative risk
HH.regsubsets Display tabular results for Best Subsets Regression.
ancova Compute and plot oneway analysis of covariance
ancova-class Class "ancova" Analysis of Covariance
panel.xysplom panel method for xysplom.
lm.regsubsets Evaluate lm model with highest adjusted $R^2$.
panel.bwplot.intermediate.hh Panel functions for bwplot.
defunct Defunct Functions in Package 'HH'
combineTwoTrellisColumns Combine two trellis objects, each containing one column of trellis panels, into a single trellis object containing all panels.
objip loop through all attached directories looking for pattern
panel.pairs.hh Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments.
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.
orthog.complete Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns.
panel.interaction2wt Plot all main effects and twoway interactions in a multifactor design
positioned-class Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor.
summary.arma.loop summary and print and subscript methods for tsdiagplot and related objects.
as.multicomp Support functions in R for MMC (mean--mean multiple comparisons) plots.
aovSufficient Analysis of variance from sufficient statistics for groups.
resid.squares plot squared residuals in inches to match the y-dimension
panel.dotplot.tb Dotplot with evenly spaced tiebreakers.
print.TwoTrellisColumns Print two conformable trellis plots in adjacent columns with user control of widths.
perspPlane Helper functions for regr2.plot
t.trellis Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object.
lmatRows Find the row numbers in the lmat corresponding to the focus factor.
GSremove Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
likert Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids.
arma.loop Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
hh Resolve filenames relative to the HH directory.
anovaMean ANOVA table from the group sample sizes, means, and standard deviations.
ladder Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x.
regr1.plot plot x and y, with optional straight line fit and display of squared residuals
lm.case case statistics for regression analysis
datasets Datasets for Statistical Analysis and Data Display, Heiberger and Holland
mmc MMC (mean--mean multiple comparisons) plots.
OddsRatio Calculate or plot the odds ratio for a 2x2 table of counts.
F.curve plot a chisquare or a F-curve.
AEdotplot AE (Adverse Events) dotplot of incidence and relative risk
interaction2wt Plot all main effects and twoway interactions in a multifactor design
col.hh Initializing Trellis Displays
grid.yaxis.hh make x- and y-axis labels
strip.background0 Turn off the coloring in the trellis strip labels. Color 0 is the background color.
panel.bwplott Extension to S-Plus trellis to allow transposed plots.
axis.i2wt specialized axis function for interaction2wt.
export.eps Exports a graph to an EPS file.
pyramidLikert Print a Likert plot as a Population Triangle
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
extra Miscellaneous functions that I wish were in or consistent between S-Plus and R.
multicomp.order Update a multicomp object by ordering its contrasts.
logit Logistic function and its inverse.
npar.arma Count the number of parameters in an ARIMA model specification.
dchisq.intermediate Intermediate f and chisq functions to simplify writing for both R and S-Plus.
multicomp.reverse Force all comparisons in a "multicomp" object to have the same sign.
likertColor Selection of colors for Likert plots.
plot.hov Homogeneity of Variance Plot
mmc.mean MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design.
vif Calculate the Variance Inflation Factor
print.tsdiagplot Print a "tsdiagplot" object.
hov Homogeneity of Variance
seqplot.forecast seqplot with confidence bands for the forecast region.
panel.acf Panel functions for tsdiagplot.
push.vp.hh push and pop a grid viewport, turn clipping off, change scale.
regr2.plot 3D plot of z against x and y, with regression plane fit and display of squared residuals.
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
interaction.positioned interaction method for positioned factors.
tsacfplots Coordinated time series and ACF and PCF plots.
seqplot Time series plot.
ci.plot Plot confidence and prediction intervals for simple linear regression
gof.calculation Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus.
plot.multicomp Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons.
diag.maybe.null Returns a value for the diagonal of NA and NULL arguments.
mcalinfct MCA multiple comparisons analysis (pairwise)
plot.mmc.multicomp MMC (Mean--mean Multiple Comparisons) plot.
residual.plots Residual plots for a linear model.
tsdiagplot Times series diagnostic plots for a structured set of ARIMA models.
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.
X.residuals Residuals from the regression of each column of a data.frame against all the other columns.
cp.calc Rearranges and improves the legibility of the output from the stepwise function in S-Plus.
glhtWithMCP.993 Retain averaging behavior that was previously available in glht.
intxplot Interaction plot, with an option to print standard error bars.
panel.axis.right Right-justify right-axis tick labels.
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Details

Type Package
Date 2012-12-30
License GPL (>= 2)
Packaged 2012-12-30 05:17:12 UTC; rmh
Repository CRAN
Date/Publication 2012-12-30 08:08:57

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