HH v3.0-4
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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 | |
| do.formula.trellis.xysplom | Interprets model formulas for xysplom and extended bwplots | |
| strip.background0 | Turn off the coloring in the trellis strip labels. Color 0 is the background color. | |
| arma.loop | Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs. | |
| as.likert | Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data. | |
| ladder | Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x. | |
| as.multicomp | Support functions in R for MMC (mean--mean multiple comparisons) plots. | |
| glhtWithMCP.993 | Retain averaging behavior that was previously available in glht. | |
| col.hh | Initializing Trellis Displays | |
| GSremove | Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet | |
| tsdiagplot | Times series diagnostic plots for a structured set of ARIMA models. | |
| if.R | Conditional Execution for R or S-Plus | |
| panel.dotplot.tb | Dotplot with evenly spaced tiebreakers. | |
| hh | Resolve filenames relative to the HH directory. | |
| panel.axis.right | Right-justify right-axis tick labels. | |
| emptyMainLeftAxisLeftStripBottomLegend | Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items. | |
| lm.case | case statistics for regression analysis | |
| ancova | Compute and plot oneway analysis of covariance | |
| as.matrix.listOfNamedMatrices | Convert a list of matrices to a single matrix | |
| panel.xysplom | panel method for xysplom. | |
| positioned-class | Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor. | |
| print.TwoTrellisColumns | Print two conformable trellis plots in adjacent columns with user control of widths. | |
| logit | Logistic function and its inverse. | |
| panel.ci.plot | Default Panel Function for ci.plot | |
| cp.calc | Rearranges and improves the legibility of the output from the stepwise function in S-Plus. | |
| likertColor | Selection of colors for Likert plots. | |
| 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. | |
| panel.cartesian | trellis panel function, with labeled rows and columns and without strip labels. | |
| mcalinfct | MCA multiple comparisons analysis (pairwise) | |
| vif | Calculate the Variance Inflation Factor | |
| ResizeEtc.likertPlot | Display multiple independent trellis objects, representing likert plots, on the same coordinated scale. | |
| multicomp.order | Update a multicomp object by ordering its contrasts. | |
| X.residuals | Residuals from the regression of each column of a data.frame against all the other columns. | |
| 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. | |
| t.trellis | Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object. | |
| defunct | Defunct Functions in Package 'HH' | |
| dchisq.intermediate | Intermediate f and chisq functions to simplify writing for both R and S-Plus. | |
| diag.maybe.null | Returns a value for the diagonal of NA and NULL arguments. | |
| likert | Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids. | |
| npar.arma | Count the number of parameters in an ARIMA model specification. | |
| seqplot.forecast | seqplot with confidence bands for the forecast region. | |
| ae.dotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| plot.mmc.multicomp | MMC (Mean--mean Multiple Comparisons) plot. | |
| gof.calculation | Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus. | |
| regr1.plot | plot x and y, with optional straight line fit and display of squared residuals | |
| orthog.complete | Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns. | |
| 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 | |
| F.curve | plot a chisquare or a F-curve. | |
| push.vp.hh | push and pop a grid viewport, turn clipping off, change scale. | |
| plot.hov | Homogeneity of Variance Plot | |
| norm.curve | plot a normal or a t-curve with both x and z axes. | |
| mmc | MMC (mean--mean multiple comparisons) plots. | |
| HH-package | Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland | |
| panel.interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| summary.arma.loop | summary and print and subscript methods for tsdiagplot and related objects. | |
| strip.xysplom | strip function that is able to place the correlation or regression coefficient into the strip label. | |
| lm.regsubsets | Evaluate lm model with highest adjusted $R^2$. | |
| ancova-class | Class "ancova" Analysis of Covariance | |
| lmatRows | Find the row numbers in the lmat corresponding to the focus factor. | |
| grid.yaxis.hh | make x- and y-axis labels | |
| legendGrob2wt | place separate keys to the left of each row of a trellis | |
| axis.i2wt | specialized axis function for interaction2wt. | |
| pyramidLikert | Print a Likert plot as a Population Triangle | |
| arima.diag.hh | Repair design error in S-Plus arima.diag | |
| ci.plot | Plot confidence and prediction intervals for simple linear regression | |
| resid.squares | plot squared residuals in inches to match the y-dimension | |
| hov | Homogeneity of Variance | |
| datasets | Datasets for Statistical Analysis and Data Display, Heiberger and Holland | |
| xysplom | scatterplot matrix with potentially different sets of variables on the rows and columns. | |
| OddsRatio | Calculate or plot the odds ratio for a 2x2 table of counts. | |
| plot.multicomp | Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons. | |
| panel.bwplot.intermediate.hh | Panel functions for bwplot. | |
| LikertPercentCountColumns | Display likert plots with percents in the first column of panels and counts in the second column of panels. | |
| export.eps | Exports a graph to an EPS file. | |
| ResizeEtc | Display multiple independent trellis objects on the same coordinated scale. | |
| aovSufficient | Analysis of variance from sufficient statistics for groups. | |
| interaction.positioned | interaction method for positioned factors. | |
| HH.regsubsets | Display tabular results for Best Subsets Regression. | |
| AEdotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| objip | loop through all attached directories looking for pattern | |
| panel.bwplot.superpose | Panel function for bwplot that displays an entire box in the colors coded by groups. | |
| panel.pairs.hh | Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments. | |
| anovaMean | ANOVA table from the group sample sizes, means, and standard deviations. | |
| likertMosaic | Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style. | |
| multicomp.reverse | Force all comparisons in a "multicomp" object to have the same sign. | |
| interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| perspPlane | Helper functions for regr2.plot | |
| panel.bwplott | Extension to S-Plus trellis to allow transposed plots. | |
| panel.acf | Panel functions for tsdiagplot. | |
| partial.corr | partial correlations | |
| seqplot | Time series plot. | |
| tsacfplots | Coordinated time series and ACF and PCF plots. | |
| residual.plots | Residual plots for a linear model. | |
| intxplot | Interaction plot, with an option to print standard error bars. | |
| AEdotplot.data.frame | AE (Adverse Events) dotplot of incidence and relative risk, support functions | |
| extra | Miscellaneous functions that I wish were in or consistent between S-Plus and R. | |
| mmc.mean | MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design. | |
| print.tsdiagplot | Print a "tsdiagplot" object. | |
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Details
| Type | Package |
| Date | 2014-02-22 |
| License | GPL (>= 2) |
| Packaged | 2014-03-11 00:12:48 UTC; rmh |
| NeedsCompilation | no |
| Repository | CRAN |
| Date/Publication | 2014-03-11 15:19:39 |
| 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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