HH.package: Statistical Analysis and Data Display: Heiberger and Holland

Description Details Author(s) References See Also Examples

Description

Support software for Statistical Analysis and Data Display (Second Edition, Springer, ISBN 978-1-4939-2121-8, 2015) and (First Edition, Springer, ISBN 0-387-40270-5, 2004) by Richard M. Heiberger and Burt Holland. This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The second edition includes redesigned graphics and additional chapters. The authors 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. All functions introduced in the book are in the package. R code for all examples, both graphs and tables, in the book is included in the scripts directory of the package.

Details

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data display, scatterplot matrix, (MMC Mean–mean Multiple Comparison) plots, interaction plots, ANCOVA plots, regression diagnostics, time series, ARIMA models, boxplots

Author(s)

Richard M. Heiberger

Maintainer: Richard M. Heiberger <rmh@temple.edu>

References

Heiberger, Richard M. and Holland, Burt (2015). Statistical Analysis and Data Display: An Intermediate Course with Examples in R. Second Edition. Springer-Verlag, New York. https://www.springer.com/us/book/9781493921218

Heiberger, Richard M. and Holland, Burt (2004). Statistical Analysis and Data Display: An Intermediate Course with Examples in S-Plus, R, and SAS, First Edition. Springer Texts in Statistics. Springer. https://www.springer.com/us/book/9781441923202 (obsolete 10-digit) ISBN 0-387-40270-5.

See Also

ancovaplot, ci.plot, interaction2wt, ladder, case.lm, NTplot for Normal and t plots, hov, resid.squares, MMC, AEdotplot, likert, tsacfplots, tsdiagplot

demo(package="HH")

Examples

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## In addition to the examples for each function,
## there are seven interactive shiny apps in the HH package:
## Not run: 
if (interactive())   NTplot(mean0=0, mean1=1, shiny=TRUE)
if (interactive())   shiny::runApp(system.file("shiny/bivariateNormal", package="HH"))
if (interactive())   shiny::runApp(system.file("shiny/bivariateNormalScatterplot", package="HH"))
if (interactive())   shiny::runApp(system.file("shiny/PopulationPyramid", package="HH"))
if (interactive())   shiny.CIplot(height = "auto")
if (interactive())   shiny::runApp(system.file("shiny/AEdotplot", package="HH"))
if (interactive())   shiny::runApp(system.file("shiny/likert", package="HH"))

## End(Not run)

Example output

Loading required package: lattice
Loading required package: grid
Loading required package: latticeExtra
Loading required package: RColorBrewer
Loading required package: multcomp
Loading required package: mvtnorm
Loading required package: survival
Loading required package: TH.data
Loading required package: MASS

Attaching package: 'TH.data'

The following object is masked from 'package:MASS':

    geyser

Loading required package: gridExtra

HH documentation built on Nov. 28, 2020, 9:06 a.m.

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