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HH (version 2.3-37)

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

6,252

Version

2.3-37

License

GPL (>= 2)

Maintainer

Richard Heiberger

Last Published

March 29th, 2013

Functions in HH (2.3-37)

Plot confidence and prediction intervals for simple linear regression

Datasets for Statistical Analysis and Data Display, Heiberger and Holland

plot a chisquare or a F-curve.

Repair design error in S-Plus arima.diag

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

AEdotplot.data.frame

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

Initializing Trellis Displays

Panel functions for tsdiagplot.

AE (Adverse Events) dotplot of incidence and relative risk

plot.mmc.multicomp

MMC (Mean--mean Multiple Comparisons) plot.

multicomp.reverse

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

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

Display multiple independent trellis objects on the same coordinated scale.

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

panel method for xysplom.

Conditional Execution for R or S-Plus

Homogeneity of Variance

Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet

specialized axis function for interaction2wt.

Homogeneity of Variance Plot

Logistic function and its inverse.

interaction.positioned

interaction method for positioned factors.

diag.maybe.null

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

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

panel.interaction2wt

Plot all main effects and twoway interactions in a multifactor design

glhtWithMCP.993

Retain averaging behavior that was previously available in glht.

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

Default Panel Function for ci.plot

panel.cartesian

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

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

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

ResizeEtc.likertPlot

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

Analysis of variance from sufficient statistics for groups.

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

MCA multiple comparisons analysis (pairwise)

Plot all main effects and twoway interactions in a multifactor design

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

multicomp.order

Update a multicomp object by ordering its contrasts.

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

Count the number of parameters in an ARIMA model specification.

panel.dotplot.tb

Dotplot with evenly spaced tiebreakers.

orthog.complete

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

Exports a graph to an EPS file.

Resolve filenames relative to the HH directory.

case statistics for regression analysis

make x- and y-axis labels

Extension to S-Plus trellis to allow transposed plots.

loop through all attached directories looking for pattern

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

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

panel.bwplot.intermediate.hh

Panel functions for bwplot.

as.matrix.listOfNamedMatrices

Convert a list of matrices to a single matrix

MMC (mean--mean multiple comparisons) plots.

positioned-class

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

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

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

LikertPercentCountColumns

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

Defunct Functions in Package 'HH'

Compute and plot oneway analysis of covariance

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

Time series plot.

summary.arma.loop

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

seqplot.forecast

seqplot with confidence bands for the forecast region.

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.

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

Display tabular results for Best Subsets Regression.

Residual plots for a linear model.

Coordinated time series and ACF and PCF plots.

do.formula.trellis.xysplom

Interprets model formulas for xysplom and extended bwplots

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

emptyMainLeftAxisLeftStripBottomLegend

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

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

gof.calculation

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

print.TwoTrellisColumns

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

partial correlations

print.tsdiagplot

Print a "tsdiagplot" object.

Selection of colors for Likert plots.

dchisq.intermediate

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

Calculate the Variance Inflation Factor

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

strip.background0

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

plot squared residuals in inches to match the y-dimension

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.

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.

Helper functions for regr2.plot

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

Class "ancova" Analysis of Covariance

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

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

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

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

Print a Likert plot as a Population Triangle

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

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