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HH (version 2.3-27)

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

2.3-27

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

December 30th, 2012

Functions in HH (2.3-27)

AEdotplot.data.frame

AE (Adverse Events) dotplot of incidence and relative risk, support functions

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.

Repair design error in S-Plus arima.diag

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.

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.

Conditional Execution for R or S-Plus

do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots

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

AE (Adverse Events) dotplot of incidence and relative risk

Display tabular results for Best Subsets Regression.

Compute and plot oneway analysis of covariance

Class "ancova" Analysis of Covariance

panel method for xysplom.

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

panel.bwplot.intermediate.hh

Panel functions for bwplot.

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.

loop through all attached directories looking for pattern

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

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.

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.

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

Analysis of variance from sufficient statistics for groups.

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.

Helper functions for regr2.plot

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

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

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet

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

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

Resolve filenames relative to the HH directory.

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

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

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

case statistics for regression analysis

Datasets for Statistical Analysis and Data Display, Heiberger and Holland

MMC (mean--mean multiple comparisons) plots.

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

plot a chisquare or a F-curve.

AE (Adverse Events) dotplot of incidence and relative risk

Plot all main effects and twoway interactions in a multifactor design

Initializing Trellis Displays

make x- and y-axis labels

strip.background0

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

Extension to S-Plus trellis to allow transposed plots.

specialized axis function for interaction2wt.

Exports a graph to an EPS file.

Print a Likert plot as a Population Triangle

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

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

multicomp.order

Update a multicomp object by ordering its contrasts.

Logistic function and its inverse.

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.

Selection of colors for Likert plots.

Homogeneity of Variance Plot

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

Calculate the Variance Inflation Factor

print.tsdiagplot

Print a "tsdiagplot" object.

Homogeneity of Variance

seqplot.forecast

seqplot with confidence bands for the forecast region.

Panel functions for tsdiagplot.

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

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

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

partial correlations

Default Panel Function for ci.plot

interaction.positioned

interaction method for positioned factors.

Coordinated time series and ACF and PCF plots.

Time series plot.

Plot confidence and prediction intervals for simple linear regression

gof.calculation

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

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.

MCA multiple comparisons analysis (pairwise)

plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.

Residual plots for a linear model.

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

Calculates the mean, standard deviation, and number of observations in each group of a data.frame that has one continuous variable and two factors.

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

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.

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

panel.axis.right

Right-justify right-axis tick labels.