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HH (version 2.3-42)

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

5,991

Version

2.3-42

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

October 1st, 2013

Functions in HH (2.3-42)

Analysis of variance from sufficient statistics for groups.

Panel functions for tsdiagplot.

MMC (mean--mean multiple comparisons) plots.

plot a chisquare or a F-curve.

LikertPercentCountColumns

Display likert plots with percents in the first column of panels and counts in the second column of panels.

orthog.complete

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

Defunct Functions in Package 'HH'

Display multiple independent trellis objects on the same coordinated scale.

Class "ancova" Analysis of Covariance

AE (Adverse Events) dotplot of incidence and relative risk

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

ResizeEtc.likertPlot

Display multiple independent trellis objects, representing likert plots, on the same coordinated scale.

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

make x- and y-axis labels

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

emptyMainLeftAxisLeftStripBottomLegend

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

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

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

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

Coordinated time series and ACF and PCF plots.

interaction.positioned

interaction method for positioned factors.

Exports a graph to an EPS file.

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet

panel.bwplot.intermediate.hh

Panel functions for bwplot.

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

Repair design error in S-Plus arima.diag

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

place separate keys to the left of each row of a trellis

AE (Adverse Events) dotplot of incidence and relative risk

as.matrix.listOfNamedMatrices

Convert a list of matrices to a single matrix

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

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

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

Count the number of parameters in an ARIMA model specification.

MCA multiple comparisons analysis (pairwise)

do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots

specialized axis function for interaction2wt.

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

panel.cartesian

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

Compute and plot oneway analysis of covariance

partial correlations

print.tsdiagplot

Print a "tsdiagplot" object.

panel method for xysplom.

print.TwoTrellisColumns

Print two conformable trellis plots in adjacent columns with user control of widths.

Time series plot.

Conditional Execution for R or S-Plus

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

positioned-class

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

multicomp.reverse

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

Resolve filenames relative to the HH directory.

panel.dotplot.tb

Dotplot with evenly spaced tiebreakers.

multicomp.order

Update a multicomp object by ordering its contrasts.

Plot confidence and prediction intervals for simple linear regression

Selection of colors for Likert plots.

Initializing Trellis Displays

panel.interaction2wt

Plot all main effects and twoway interactions in a multifactor design

panel.axis.right

Right-justify right-axis tick labels.

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

loop through all attached directories looking for pattern

Logistic function and its inverse.

Default Panel Function for ci.plot

Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style.

Residual plots for a linear model.

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

Extension to S-Plus trellis to allow transposed plots.

Display tabular results for Best Subsets Regression.

dchisq.intermediate

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

plot squared residuals in inches to match the y-dimension

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

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.

Datasets for Statistical Analysis and Data Display, Heiberger and Holland

strip.background0

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

glhtWithMCP.993

Retain averaging behavior that was previously available in glht.

AEdotplot.data.frame

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

Plot all main effects and twoway interactions in a multifactor design

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

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

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

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

Calculate the Variance Inflation Factor

plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.

Panel functions for likert that include a stackWidth argument

summary.arma.loop

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

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

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

Helper functions for regr2.plot

Homogeneity of Variance Plot

gof.calculation

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

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

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

Homogeneity of Variance

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

diag.maybe.null

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

Print a Likert plot as a Population Triangle

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

seqplot.forecast

seqplot with confidence bands for the forecast region.

case statistics for regression analysis