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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
arma.loop Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.
diag.maybe.null Returns a value for the diagonal of NA and NULL arguments.
grid.yaxis.hh make x- and y-axis labels
col.hh Initializing Trellis Displays
dchisq.intermediate Intermediate f and chisq functions to simplify writing for both R and S-Plus.
panel.bwplott Extension to S-Plus trellis to allow transposed plots.
cp.calc Rearranges and improves the legibility of the output from the stepwise function in S-Plus.
F.curve plot a chisquare or a F-curve.
ae.dotplot AE (Adverse Events) dotplot of incidence and relative risk
X.residuals Residuals from the regression of each column of a data.frame against all the other columns.
gof.calculation Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus.
interaction.positioned interaction method for positioned factors.
mmc.mean MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design.
multicomp.order Update a multicomp object by ordering its contrasts.
push.vp.hh push and pop a grid viewport, turn clipping off, change scale.
axis.i2wt specialized axis function for interaction2wt.
tsdiagplot Times series diagnostic plots for a structured set of ARIMA models.
panel.interaction2wt Plot all main effects and twoway interactions in a multifactor design
resid.squares plot squared residuals in inches to match the y-dimension
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.
partial.corr partial correlations
ladder Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x.
ancova-class Class "ancova" Analysis of Covariance
panel.cartesian trellis panel function, with labeled rows and columns and without strip labels.
seqplot.forecast seqplot with confidence bands for the forecast region.
print.tsdiagplot Print a "tsdiagplot" object.
lm.case case statistics for regression analysis
norm.curve plot a normal or a t-curve with both x and z axes.
plot.mmc.multicomp MMC (Mean--mean Multiple Comparisons) plot.
hh Resolve filenames relative to the HH directory.
panel.acf Panel functions for tsdiagplot.
GSremove Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet
mcalinfct MCA multiple comparisons analysis (pairwise)
plot.multicomp Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons.
glht.mcp.993 Retain averaging behavior that was previously available in glht.
seqplot Time series plot.
lmatRows Find the row numbers in the lmat corresponding to the focus factor.
if.R Conditional Execution for R or S-Plus
anova.mean ANOVA table from the group sample sizes, means, and standard deviations.
panel.xysplom panel method for xysplom.
residual.plots Residual plots for a linear model.
tsacfplots Coordinated time series and ACF and PCF plots.
lm.regsubsets Evaluate lm model with highest adjusted $R^2$.
do.formula.trellis.xysplom Interprets model formulas for xysplom and extended bwplots
plot.hov Homogeneity of Variance Plot
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.
orthog.complete Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns.
logit Logistic function and its inverse.
hov Homogeneity of Variance
xysplom scatterplot matrix with potentially different sets of variables on the rows and columns.
aov.sufficient Analysis of variance from sufficient statistics for groups.
extra Miscellaneous functions that I wish were in or consistent between S-Plus and R.
regr1.plot plot x and y, with optional straight line fit and display of squared residuals
panel.ci.plot Default Panel Function for ci.plot
ancova Compute and plot oneway analysis of covariance
odds.ratio Calculate or plot the odds ratio for a 2x2 table of counts.
mmc MMC (mean--mean multiple comparisons) plots.
HH_regsubsets Display tabular results for Best Subsets Regression.
regr2.plot 3D plot of z against x and y, with regression plane fit and display of squared residuals.
persp.plane Helper functions for regr2.plot
npar.arma Count the number of parameters in an ARIMA model specification.
legendGrob2wt place separate keys to the left of each row of a trellis
strip.background0 Turn off the coloring in the trellis strip labels. Color 0 is the background color.
arima.diag.hh Repair design error in S-Plus arima.diag
ci.plot Plot confidence and prediction intervals for simple linear regression
HH-package Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland
multicomp.reverse Force all comparisons in a "multicomp" object to have the same sign.
vif Calculate the Variance Inflation Factor
panel.dotplot.tb Dotplot with evenly spaced tiebreakers.
as.multicomp Support functions in R for MMC (mean--mean multiple comparisons) plots.
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.
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.
t.trellis Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object.
interaction2wt Plot all main effects and twoway interactions in a multifactor design
export.eps Exports a graph to an EPS file.
intxplot Interaction plot, with an option to print standard error bars.
panel.bwplot.intermediate.hh Panel functions for bwplot.
strip.xysplom strip function that is able to place the correlation or regression coefficient into the strip label.
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Details

Type Package
Date 2009-08-16
DependsSplus
License GPL (>= 2)
Packaged 2009-08-16 22:08:05 UTC; RMH28285
Repository CRAN
Date/Publication 2009-08-19 08:13:38

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