HH v3.0-3
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Statistical Analysis and Data Display: Heiberger and Holland
Support software for Statistical Analysis and Data
Display (First Edition, Springer, ISBN 0-387-40270-5) and
(Second Edition, Springer, ISBN x-xxx-xxxxx-x). 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.
Functions in HH
| Name | Description | |
| npar.arma | Count the number of parameters in an ARIMA model specification. | |
| logit | Logistic function and its inverse. | |
| col.hh | Initializing Trellis Displays | |
| panel.acf | Panel functions for tsdiagplot. | |
| hh | Resolve filenames relative to the HH directory. | |
| plot.mmc.multicomp | MMC (Mean--mean Multiple Comparisons) plot. | |
| print.TwoTrellisColumns | Print two conformable trellis plots in adjacent columns with user control of widths. | |
| panel.interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| ci.plot | Plot confidence and prediction intervals for simple linear regression | |
| regr1.plot | plot x and y, with optional straight line fit and display of squared residuals | |
| legendGrob2wt | place separate keys to the left of each row of a trellis | |
| axis.i2wt | specialized axis function for interaction2wt. | |
| ResizeEtc | Display multiple independent trellis objects on the same coordinated scale. | |
| as.likert | Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data. | |
| lmatRows | Find the row numbers in the lmat corresponding to the focus factor. | |
| emptyMainLeftAxisLeftStripBottomLegend | Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items. | |
| HH.regsubsets | Display tabular results for Best Subsets Regression. | |
| do.formula.trellis.xysplom | Interprets model formulas for xysplom and extended bwplots | |
| xysplom | scatterplot matrix with potentially different sets of variables on the rows and columns. | |
| as.multicomp | Support functions in R for MMC (mean--mean multiple comparisons) plots. | |
| ae.dotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| AEdotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| plot.hov | Homogeneity of Variance Plot | |
| multicomp.reverse | Force all comparisons in a "multicomp" object to have the same sign. | |
| intxplot | Interaction plot, with an option to print standard error bars. | |
| likert | Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids. | |
| anovaMean | ANOVA table from the group sample sizes, means, and standard deviations. | |
| diag.maybe.null | Returns a value for the diagonal of NA and NULL arguments. | |
| HH-package | Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland | |
| extra | Miscellaneous functions that I wish were in or consistent between S-Plus and R. | |
| as.matrix.listOfNamedMatrices | Convert a list of matrices to a single matrix | |
| AEdotplot.data.frame | AE (Adverse Events) dotplot of incidence and relative risk, support functions | |
| ResizeEtc.likertPlot | Display multiple independent trellis objects, representing likert plots, on the same coordinated scale. | |
| ancova | Compute and plot oneway analysis of covariance | |
| grid.yaxis.hh | make x- and y-axis labels | |
| panel.pairs.hh | Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments. | |
| plot.multicomp | Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons. | |
| hov | Homogeneity of Variance | |
| dchisq.intermediate | Intermediate f and chisq functions to simplify writing for both R and S-Plus. | |
| norm.curve | plot a normal or a t-curve with both x and z axes. | |
| lm.regsubsets | Evaluate lm model with highest adjusted $R^2$. | |
| ladder | Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x. | |
| datasets | Datasets for Statistical Analysis and Data Display, Heiberger and Holland | |
| panel.dotplot.tb | Dotplot with evenly spaced tiebreakers. | |
| X.residuals | Residuals from the regression of each column of a data.frame against all the other columns. | |
| resid.squares | plot squared residuals in inches to match the y-dimension | |
| aovSufficient | Analysis of variance from sufficient statistics for groups. | |
| panel.bwplot.superpose | Panel function for bwplot that displays an entire box in the colors coded by groups. | |
| perspPlane | Helper functions for regr2.plot | |
| seqplot.forecast | seqplot with confidence bands for the forecast region. | |
| mcalinfct | MCA multiple comparisons analysis (pairwise) | |
| 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. | |
| interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| lm.case | case statistics for regression analysis | |
| panel.ci.plot | Default Panel Function for ci.plot | |
| objip | loop through all attached directories looking for pattern | |
| 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. | |
| panel.likert | Panel functions for likert that include a stackWidth argument | |
| seqplot | Time series plot. | |
| strip.xysplom | strip function that is able to place the correlation or regression coefficient into the strip label. | |
| if.R | Conditional Execution for R or S-Plus | |
| partial.corr | partial correlations | |
| pyramidLikert | Print a Likert plot as a Population Triangle | |
| F.curve | plot a chisquare or a F-curve. | |
| vif | Calculate the Variance Inflation Factor | |
| defunct | Defunct Functions in Package 'HH' | |
| tsdiagplot | Times series diagnostic plots for a structured set of ARIMA models. | |
| OddsRatio | Calculate or plot the odds ratio for a 2x2 table of counts. | |
| panel.xysplom | panel method for xysplom. | |
| 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. | |
| ancova-class | Class "ancova" Analysis of Covariance | |
| LikertPercentCountColumns | Display likert plots with percents in the first column of panels and counts in the second column of panels. | |
| GSremove | Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet | |
| glhtWithMCP.993 | Retain averaging behavior that was previously available in glht. | |
| likertColor | Selection of colors for Likert plots. | |
| likertMosaic | Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style. | |
| export.eps | Exports a graph to an EPS file. | |
| orthog.complete | Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns. | |
| print.tsdiagplot | Print a "tsdiagplot" object. | |
| mmc.mean | MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design. | |
| t.trellis | Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object. | |
| tsacfplots | Coordinated time series and ACF and PCF plots. | |
| 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. | |
| cp.calc | Rearranges and improves the legibility of the output from the stepwise function in S-Plus. | |
| panel.bwplot.intermediate.hh | Panel functions for bwplot. | |
| panel.axis.right | Right-justify right-axis tick labels. | |
| arima.diag.hh | Repair design error in S-Plus arima.diag | |
| residual.plots | Residual plots for a linear model. | |
| summary.arma.loop | summary and print and subscript methods for tsdiagplot and related objects. | |
| gof.calculation | Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus. | |
| interaction.positioned | interaction method for positioned factors. | |
| mmc | MMC (mean--mean multiple comparisons) plots. | |
| arma.loop | Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs. | |
| panel.cartesian | trellis panel function, with labeled rows and columns and without strip labels. | |
| 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. | |
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Details
| Type | Package |
| Date | 2014-02-05 |
| License | GPL (>= 2) |
| Packaged | 2014-02-15 23:19:44 UTC; rmh |
| NeedsCompilation | no |
| Repository | CRAN |
| Date/Publication | 2014-02-16 08:09:35 |
| suggests | abind , methods , mvtnorm , Rcmdr |
| depends | base (>= 3.0.2) , grid , lattice , latticeExtra , multcomp , R (>= 3.0.2) , stats |
| imports | colorspace , leaps , RColorBrewer , reshape2 , vcd |
| Contributors | Richard Heiberger |
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