HH v2.3-17
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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. | |
| likertColor | Selection of colors for Likert plots. | |
| ancova-class | Class "ancova" Analysis of Covariance | |
| gof.calculation | Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus. | |
| plot.hov | Homogeneity of Variance Plot | |
| HH.regsubsets | Display tabular results for Best Subsets Regression. | |
| orthog.complete | Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns. | |
| multicomp.reverse | Force all comparisons in a "multicomp" object to have the same sign. | |
| export.eps | Exports a graph to an EPS file. | |
| hov | Homogeneity of Variance | |
| combineTwoTrellisColumns | Combine two trellis objects, each containing one column of trellis panels, into a single trellis object containing all panels. | |
| emptyMainLeftAxisLeftStripBottomLegend | Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items. | |
| interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| panel.cartesian | trellis panel function, with labeled rows and columns and without strip labels. | |
| HH-package | Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland | |
| print.TwoTrellisColumns | Print two conformable trellis plots in adjacent columns with user control of widths. | |
| as.matrix.listOfNamedMatrices | Convert a list of matrices to a single matrix | |
| lmatRows | Find the row numbers in the lmat corresponding to the focus factor. | |
| datasets | Datasets for Statistical Analysis and Data Display, Heiberger and Holland | |
| lm.case | case statistics for regression analysis | |
| axis.i2wt | specialized axis function for interaction2wt. | |
| ancova | Compute and plot oneway analysis of covariance | |
| regr1.plot | plot x and y, with optional straight line fit and display of squared residuals | |
| print.tsdiagplot | Print a "tsdiagplot" object. | |
| glhtWithMCP.993 | Retain averaging behavior that was previously available in glht. | |
| positioned-class | Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor. | |
| defunct | Defunct Functions in Package 'HH' | |
| multicomp.order | Update a multicomp object by ordering its contrasts. | |
| grid.yaxis.hh | make x- and y-axis labels | |
| seqplot | Time series plot. | |
| tsacfplots | Coordinated time series and ACF and PCF plots. | |
| vif | Calculate the Variance Inflation Factor | |
| summary.arma.loop | summary and print and subscript methods for tsdiagplot and related objects. | |
| objip | loop through all attached directories looking for pattern | |
| panel.xysplom | panel method for xysplom. | |
| diag.maybe.null | Returns a value for the diagonal of NA and NULL arguments. | |
| anovaMean | ANOVA table from the group sample sizes, means, and standard deviations. | |
| ae.dotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| residual.plots | Residual plots for a linear model. | |
| legendGrob2wt | place separate keys to the left of each row of a trellis | |
| as.likert | Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data. | |
| logit | Logistic function and its inverse. | |
| col.hh | Initializing Trellis Displays | |
| panel.bwplott | Extension to S-Plus trellis to allow transposed plots. | |
| panel.ci.plot | Default Panel Function for ci.plot | |
| partial.corr | partial correlations | |
| hh | Resolve filenames relative to the HH directory. | |
| arma.loop | Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs. | |
| lm.regsubsets | Evaluate lm model with highest adjusted $R^2$. | |
| regr2.plot | 3D plot of z against x and y, with regression plane fit and display of squared residuals. | |
| mmc.mean | MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design. | |
| panel.pairs.hh | Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments. | |
| as.multicomp | Support functions in R for MMC (mean--mean multiple comparisons) plots. | |
| ci.plot | Plot confidence and prediction intervals for simple linear regression | |
| intxplot | Interaction plot, with an option to print standard error bars. | |
| strip.background0 | Turn off the coloring in the trellis strip labels. Color 0 is the background color. | |
| OddsRatio | Calculate or plot the odds ratio for a 2x2 table of counts. | |
| GSremove | Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet | |
| interaction.positioned | interaction method for positioned factors. | |
| aov.sufficient | Analysis of variance from sufficient statistics for groups. | |
| panel.interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| F.curve | plot a chisquare or a F-curve. | |
| pyramidLikert | Print a Likert plot as a Population Triangle | |
| likert | Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids. | |
| panel.acf | Panel functions for tsdiagplot. | |
| cp.calc | Rearranges and improves the legibility of the output from the stepwise function in S-Plus. | |
| extra | Miscellaneous functions that I wish were in or consistent between S-Plus and R. | |
| panel.bwplot.intermediate.hh | Panel functions for bwplot. | |
| mcalinfct | MCA multiple comparisons analysis (pairwise) | |
| xysplom | scatterplot matrix with potentially different sets of variables on the rows and columns. | |
| mmc | MMC (mean--mean multiple comparisons) plots. | |
| tsdiagplot | Times series diagnostic plots for a structured set of ARIMA models. | |
| resid.squares | plot squared residuals in inches to match the y-dimension | |
| plot.multicomp | Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons. | |
| panel.axis.right | Right-justify right-axis tick labels. | |
| panel.dotplot.tb | Dotplot with evenly spaced tiebreakers. | |
| push.vp.hh | push and pop a grid viewport, turn clipping off, change scale. | |
| npar.arma | Count the number of parameters in an ARIMA model specification. | |
| do.formula.trellis.xysplom | Interprets model formulas for xysplom and extended bwplots | |
| 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. | |
| dchisq.intermediate | Intermediate f and chisq functions to simplify writing for both R and S-Plus. | |
| plot.mmc.multicomp | MMC (Mean--mean Multiple Comparisons) plot. | |
| t.trellis | Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object. | |
| arima.diag.hh | Repair design error in S-Plus arima.diag | |
| ladder | Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x. | |
| ResizeEtc.likertPlot | Display multiple independent trellis objects, representing likert plots, on the same coordinated scale. | |
| 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. | |
| norm.curve | plot a normal or a t-curve with both x and z axes. | |
| perspPlane | Helper functions for regr2.plot | |
| ResizeEtc | Display multiple independent trellis objects on the same coordinated scale. | |
| seqplot.forecast | seqplot with confidence bands for the forecast region. | |
| if.R | Conditional Execution for R or S-Plus | |
| strip.xysplom | strip function that is able to place the correlation or regression coefficient into the strip label. | |
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Details
| Type | Package |
| Date | 2012-07-25 |
| DependsSplus | splus, trellis, sgui, main, abind |
| License | GPL (>= 2) |
| Packaged | 2012-08-04 04:09:55 UTC; rmh |
| Repository | CRAN |
| Date/Publication | 2012-08-13 07:48:05 |
| suggests | abind , Rcmdr , vcd |
| depends | base (>= 2.14.1) , grid , lattice , latticeExtra , leaps , methods , multcomp (>= 1.1-2) , mvtnorm , R (>= 2.14.1) , RColorBrewer , stats |
| Contributors | Richard Heiberger |
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