HH v2.1-30
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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 | |
| arma.loop | Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs. | |
| diag.maybe.null | Returns a value for the diagonal of NA and NULL arguments. | |
| grid.yaxis.hh | make x- and y-axis labels | |
| col.hh | Initializing Trellis Displays | |
| dchisq.intermediate | Intermediate f and chisq functions to simplify writing for both R and S-Plus. | |
| panel.bwplott | Extension to S-Plus trellis to allow transposed plots. | |
| cp.calc | Rearranges and improves the legibility of the output from the stepwise function in S-Plus. | |
| F.curve | plot a chisquare or a F-curve. | |
| ae.dotplot | AE (Adverse Events) dotplot of incidence and relative risk | |
| X.residuals | Residuals from the regression of each column of a data.frame against all the other columns. | |
| gof.calculation | Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus. | |
| interaction.positioned | interaction method for positioned factors. | |
| mmc.mean | MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design. | |
| multicomp.order | Update a multicomp object by ordering its contrasts. | |
| push.vp.hh | push and pop a grid viewport, turn clipping off, change scale. | |
| axis.i2wt | specialized axis function for interaction2wt. | |
| tsdiagplot | Times series diagnostic plots for a structured set of ARIMA models. | |
| panel.interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| resid.squares | plot squared residuals in inches to match the y-dimension | |
| positioned-class | Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor. | |
| summary.arma.loop | summary and print and subscript methods for tsdiagplot and related objects. | |
| partial.corr | partial correlations | |
| ladder | Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x. | |
| ancova-class | Class "ancova" Analysis of Covariance | |
| panel.cartesian | trellis panel function, with labeled rows and columns and without strip labels. | |
| seqplot.forecast | seqplot with confidence bands for the forecast region. | |
| print.tsdiagplot | Print a "tsdiagplot" object. | |
| lm.case | case statistics for regression analysis | |
| norm.curve | plot a normal or a t-curve with both x and z axes. | |
| plot.mmc.multicomp | MMC (Mean--mean Multiple Comparisons) plot. | |
| hh | Resolve filenames relative to the HH directory. | |
| panel.acf | Panel functions for tsdiagplot. | |
| GSremove | Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet | |
| mcalinfct | MCA multiple comparisons analysis (pairwise) | |
| plot.multicomp | Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons. | |
| glht.mcp.993 | Retain averaging behavior that was previously available in glht. | |
| seqplot | Time series plot. | |
| lmatRows | Find the row numbers in the lmat corresponding to the focus factor. | |
| if.R | Conditional Execution for R or S-Plus | |
| anova.mean | ANOVA table from the group sample sizes, means, and standard deviations. | |
| panel.xysplom | panel method for xysplom. | |
| residual.plots | Residual plots for a linear model. | |
| tsacfplots | Coordinated time series and ACF and PCF plots. | |
| lm.regsubsets | Evaluate lm model with highest adjusted $R^2$. | |
| do.formula.trellis.xysplom | Interprets model formulas for xysplom and extended bwplots | |
| plot.hov | Homogeneity of Variance Plot | |
| 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. | |
| orthog.complete | Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns. | |
| logit | Logistic function and its inverse. | |
| hov | Homogeneity of Variance | |
| xysplom | scatterplot matrix with potentially different sets of variables on the rows and columns. | |
| aov.sufficient | Analysis of variance from sufficient statistics for groups. | |
| extra | Miscellaneous functions that I wish were in or consistent between S-Plus and R. | |
| regr1.plot | plot x and y, with optional straight line fit and display of squared residuals | |
| panel.ci.plot | Default Panel Function for ci.plot | |
| ancova | Compute and plot oneway analysis of covariance | |
| odds.ratio | Calculate or plot the odds ratio for a 2x2 table of counts. | |
| mmc | MMC (mean--mean multiple comparisons) plots. | |
| HH_regsubsets | Display tabular results for Best Subsets Regression. | |
| regr2.plot | 3D plot of z against x and y, with regression plane fit and display of squared residuals. | |
| persp.plane | Helper functions for regr2.plot | |
| npar.arma | Count the number of parameters in an ARIMA model specification. | |
| legendGrob2wt | place separate keys to the left of each row of a trellis | |
| strip.background0 | Turn off the coloring in the trellis strip labels. Color 0 is the background color. | |
| arima.diag.hh | Repair design error in S-Plus arima.diag | |
| ci.plot | Plot confidence and prediction intervals for simple linear regression | |
| HH-package | Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland | |
| multicomp.reverse | Force all comparisons in a "multicomp" object to have the same sign. | |
| vif | Calculate the Variance Inflation Factor | |
| panel.dotplot.tb | Dotplot with evenly spaced tiebreakers. | |
| as.multicomp | Support functions in R for MMC (mean--mean multiple comparisons) 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. | |
| objip | loop through all attached directories looking for pattern | |
| panel.pairs.hh | Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments. | |
| t.trellis | Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object. | |
| interaction2wt | Plot all main effects and twoway interactions in a multifactor design | |
| export.eps | Exports a graph to an EPS file. | |
| intxplot | Interaction plot, with an option to print standard error bars. | |
| panel.bwplot.intermediate.hh | Panel functions for bwplot. | |
| 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 | 2009-08-16 |
| DependsSplus | |
| License | GPL (>= 2) |
| Packaged | 2009-08-16 22:08:05 UTC; RMH28285 |
| Repository | CRAN |
| Date/Publication | 2009-08-19 08:13:38 |
| depends | base (>= 2.5.0) , grid , lattice , leaps , methods , multcomp (>= 0.991-7) , mvtnorm , R (>= 2.5.0) , stats |
| Contributors | Richard Heiberger |
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