HH v2.3-36
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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 | |
| ResizeEtc | Display multiple independent trellis objects on the same coordinated scale. | |
| ResizeEtc.likertPlot | Display multiple independent trellis objects, representing likert plots, on the same coordinated scale. | |
| arma.loop | Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs. | |
| interaction.positioned | interaction method for positioned factors. | |
| likertMosaic | Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style. | |
| interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| ci.plot | Plot confidence and prediction intervals for simple linear regression | |
| hh | Resolve filenames relative to the HH directory. | |
| push.vp.hh | push and pop a grid viewport, turn clipping off, change scale. | |
| xysplom | scatterplot matrix with potentially different sets of variables on the rows and columns. | |
| objip | loop through all attached directories looking for pattern | |
| panel.dotplot.tb | Dotplot with evenly spaced tiebreakers. | |
| mmc.mean | MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design. | |
| as.multicomp | Support functions in R for MMC (mean--mean multiple comparisons) plots. | |
| panel.axis.right | Right-justify right-axis tick labels. | |
| do.formula.trellis.xysplom | Interprets model formulas for xysplom and extended bwplots | |
| aovSufficient | Analysis of variance from sufficient statistics for groups. | |
| panel.xysplom | panel method for xysplom. | |
| mcalinfct | MCA multiple comparisons analysis (pairwise) | |
| ladder | Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x. | |
| AEdotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| 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. | |
| as.likert | Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data. | |
| defunct | Defunct Functions in Package 'HH' | |
| datasets | Datasets for Statistical Analysis and Data Display, Heiberger and Holland | |
| legendGrob2wt | place separate keys to the left of each row of a trellis | |
| tsdiagplot | Times series diagnostic plots for a structured set of ARIMA models. | |
| plot.mmc.multicomp | MMC (Mean--mean Multiple Comparisons) plot. | |
| as.matrix.listOfNamedMatrices | Convert a list of matrices to a single matrix | |
| lm.regsubsets | Evaluate lm model with highest adjusted $R^2$. | |
| panel.interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| tsacfplots | Coordinated time series and ACF and PCF plots. | |
| multicomp.order | Update a multicomp object by ordering its contrasts. | |
| plot.hov | Homogeneity of Variance Plot | |
| arima.diag.hh | Repair design error in S-Plus arima.diag | |
| ae.dotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| regr2.plot | 3D plot of z against x and y, with regression plane fit and display of squared residuals. | |
| axis.i2wt | specialized axis function for interaction2wt. | |
| export.eps | Exports a graph to an EPS file. | |
| if.R | Conditional Execution for R or S-Plus | |
| anovaMean | ANOVA table from the group sample sizes, means, and standard deviations. | |
| LikertPercentCountColumns | Display likert plots with percents in the first column of panels and counts in the second column of panels. | |
| vif | Calculate the Variance Inflation Factor | |
| X.residuals | Residuals from the regression of each column of a data.frame against all the other columns. | |
| likert | Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids. | |
| panel.cartesian | trellis panel function, with labeled rows and columns and without strip labels. | |
| glhtWithMCP.993 | Retain averaging behavior that was previously available in glht. | |
| print.tsdiagplot | Print a "tsdiagplot" object. | |
| strip.background0 | Turn off the coloring in the trellis strip labels. Color 0 is the background color. | |
| pyramidLikert | Print a Likert plot as a Population Triangle | |
| 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. | |
| perspPlane | Helper functions for regr2.plot | |
| mmc | MMC (mean--mean multiple comparisons) plots. | |
| AEdotplot.data.frame | AE (Adverse Events) dotplot of incidence and relative risk, support functions | |
| ancova-class | Class "ancova" Analysis of Covariance | |
| HH-package | Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland | |
| intxplot | Interaction plot, with an option to print standard error bars. | |
| positioned-class | Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor. | |
| gof.calculation | Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus. | |
| panel.acf | Panel functions for tsdiagplot. | |
| HH.regsubsets | Display tabular results for Best Subsets Regression. | |
| lm.case | case statistics for regression analysis | |
| GSremove | Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet | |
| col.hh | Initializing Trellis Displays | |
| 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. | |
| seqplot | Time series plot. | |
| summary.arma.loop | summary and print and subscript methods for tsdiagplot and related objects. | |
| cp.calc | Rearranges and improves the legibility of the output from the stepwise function in S-Plus. | |
| diag.maybe.null | Returns a value for the diagonal of NA and NULL arguments. | |
| grid.yaxis.hh | make x- and y-axis labels | |
| 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. | |
| extra | Miscellaneous functions that I wish were in or consistent between S-Plus and R. | |
| logit | Logistic function and its inverse. | |
| F.curve | plot a chisquare or a F-curve. | |
| strip.xysplom | strip function that is able to place the correlation or regression coefficient into the strip label. | |
| regr1.plot | plot x and y, with optional straight line fit and display of squared residuals | |
| t.trellis | Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object. | |
| norm.curve | plot a normal or a t-curve with both x and z axes. | |
| residual.plots | Residual plots for a linear model. | |
| ancova | Compute and plot oneway analysis of covariance | |
| likertColor | Selection of colors for Likert plots. | |
| npar.arma | Count the number of parameters in an ARIMA model specification. | |
| partial.corr | partial correlations | |
| resid.squares | plot squared residuals in inches to match the y-dimension | |
| panel.bwplott | Extension to S-Plus trellis to allow transposed plots. | |
| print.TwoTrellisColumns | Print two conformable trellis plots in adjacent columns with user control of widths. | |
| panel.pairs.hh | Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments. | |
| multicomp.reverse | Force all comparisons in a "multicomp" object to have the same sign. | |
| panel.bwplot.intermediate.hh | Panel functions for bwplot. | |
| panel.ci.plot | Default Panel Function for ci.plot | |
| seqplot.forecast | seqplot with confidence bands for the forecast region. | |
| OddsRatio | Calculate or plot the odds ratio for a 2x2 table of counts. | |
| hov | Homogeneity of Variance | |
| plot.multicomp | Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons. | |
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Details
| Type | Package |
| Date | 2013-03-07 |
| License | GPL (>= 2) |
| Packaged | 2013-03-07 15:45:48 UTC; rmh |
| NeedsCompilation | no |
| Repository | CRAN |
| Date/Publication | 2013-03-07 17:03:33 |
| suggests | abind , Rcmdr , vcd |
| depends | base (>= 2.14.1) , colorspace , grid , lattice , latticeExtra , leaps , methods , multcomp (>= 1.1-2) , mvtnorm , R (>= 2.14.1) , RColorBrewer , reshape , stats |
| Contributors | Richard Heiberger |
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