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. No Results!