# HH v2.1-32

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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 | |

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

HH_regsubsets | Display tabular results for Best Subsets Regression. | |

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

do.formula.trellis.xysplom | Interprets model formulas for xysplom and extended bwplots | |

legendGrob2wt | place separate keys to the left of each row of a trellis | |

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

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

panel.acf | Panel functions for tsdiagplot. | |

HH-package | Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland | |

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

if.R | Conditional Execution for R or S-Plus | |

logit | Logistic function and its inverse. | |

ci.plot | Plot confidence and prediction intervals for simple linear regression | |

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

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

ancova-class | Class "ancova" Analysis of Covariance | |

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

panel.interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |

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

aov.sufficient | Analysis of variance from sufficient statistics for groups. | |

panel.bwplot.intermediate.hh | Panel functions for bwplot. | |

hh | Resolve filenames relative to the HH directory. | |

col.hh | Initializing Trellis Displays | |

GSremove | Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet | |

interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |

hov | Homogeneity of Variance | |

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

persp.plane | Helper functions for regr2.plot | |

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

objip | loop through all attached directories looking for pattern | |

npar.arma | Count the number of parameters in an ARIMA model specification. | |

interaction.positioned | interaction method for positioned factors. | |

panel.ci.plot | Default Panel Function for ci.plot | |

partial.corr | partial correlations | |

mmc | MMC (mean--mean multiple comparisons) plots. | |

ancova | Compute and plot oneway analysis of covariance | |

grid.yaxis.hh | make x- and y-axis labels | |

regr1.plot | plot x and y, with optional straight line fit and display of squared residuals | |

summary.arma.loop | summary and print and subscript methods for tsdiagplot and related objects. | |

plot.hov | Homogeneity of Variance Plot | |

tsacfplots | Coordinated time series and ACF and PCF plots. | |

resid.squares | plot squared residuals in inches to match the y-dimension | |

residual.plots | Residual plots for a linear model. | |

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

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. | |

print.tsdiagplot | Print a "tsdiagplot" object. | |

mcalinfct | MCA multiple comparisons analysis (pairwise) | |

lm.case | case statistics for regression analysis | |

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

multicomp.order | Update a multicomp object by ordering its contrasts. | |

strip.background0 | Turn off the coloring in the trellis strip labels. Color 0 is the background color. | |

seqplot.forecast | seqplot with confidence bands for the forecast region. | |

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

vif | Calculate the Variance Inflation Factor | |

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

axis.i2wt | specialized axis function for interaction2wt. | |

panel.dotplot.tb | Dotplot with evenly spaced tiebreakers. | |

F.curve | plot a chisquare or a F-curve. | |

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

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

panel.bwplott | Extension to S-Plus trellis to allow transposed plots. | |

ae.dotplot | AE (Adverse Events) dotplot of incidence and relative risk | |

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

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

seqplot | Time series plot. | |

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

regr2.plot | 3D plot of z against x and y, with regression plane fit and display of squared residuals. | |

plot.mmc.multicomp | MMC (Mean--mean Multiple Comparisons) plot. | |

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

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

export.eps | Exports a graph to an EPS file. | |

panel.xysplom | panel method for xysplom. | |

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. | |

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

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

diag.maybe.null | Returns a value for the diagonal of NA and NULL arguments. | |

arima.diag.hh | Repair design error in S-Plus arima.diag | |

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

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

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## Last month downloads

## Details

Type | Package |

Date | 2009-09-22 |

DependsSplus | splus, trellis, sgui, main |

License | GPL (>= 2) |

Packaged | 2009-10-04 05:23:56 UTC; RMH28285 |

Repository | CRAN |

Date/Publication | 2009-10-04 15:42:58 |

depends | base (>= 2.5.0) , grid , lattice , leaps , methods , multcomp (>= 1.1-2) , mvtnorm , R (>= 2.5.0) , stats |

Contributors | Richard Heiberger |

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