HH v2.2-23

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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. col.hh Initializing Trellis Displays HH_regsubsets Display tabular results for Best Subsets Regression. as.matrix.listOfNamedMatrices Convert a list of matrices to a single matrix arma.loop Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs. panel.axis.right Right-justify right-axis tick labels. extra Miscellaneous functions that I wish were in or consistent between S-Plus and R. do.formula.trellis.xysplom Interprets model formulas for xysplom and extended bwplots datasets Datasets for Statistical Analysis and Data Display, Heiberger and Holland cp.calc Rearranges and improves the legibility of the output from the stepwise function in S-Plus. emptyMainLeftAxisLeftStripBottomLegend Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items. aov.sufficient Analysis of variance from sufficient statistics for groups. likert Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids. anova.mean ANOVA table from the group sample sizes, means, and standard deviations. interaction2wt Plot all main effects and twoway interactions in a multifactor design as.likert Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data. odds.ratio Calculate or plot the odds ratio for a 2x2 table of counts. multicomp.reverse Force all comparisons in a "multicomp" object to have the same sign. ci.plot Plot confidence and prediction intervals for simple linear regression F.curve plot a chisquare or a F-curve. combineTwoTrellisColumns Combine two trellis objects, each containing one column of trellis panels, into a single trellis object containing all panels. ancova-class Class "ancova" Analysis of Covariance axis.i2wt specialized axis function for interaction2wt. export.eps Exports a graph to an EPS file. grid.yaxis.hh make x- and y-axis labels ladder Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x. persp.plane Helper functions for regr2.plot if.R Conditional Execution for R or S-Plus partial.corr partial correlations legendGrob2wt place separate keys to the left of each row of a trellis regr1.plot plot x and y, with optional straight line fit and display of squared residuals interaction.positioned interaction method for positioned factors. panel.pairs.hh Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments. diag.maybe.null Returns a value for the diagonal of NA and NULL arguments. npar.arma Count the number of parameters in an ARIMA model specification. GSremove Remove selected GraphSheetPages in the S-Plus Windows GUI Graphsheet as.multicomp Support functions in R for MMC (mean--mean multiple comparisons) plots. ae.dotplot AE (Adverse Events) dotplot of incidence and relative risk seqplot Time series plot. arima.diag.hh Repair design error in S-Plus arima.diag hov Homogeneity of Variance xysplom scatterplot matrix with potentially different sets of variables on the rows and columns. logit Logistic function and its inverse. panel.bwplot.intermediate.hh Panel functions for bwplot. plot.hov Homogeneity of Variance Plot t.trellis Interchange the x- and y-axes for an S-Plus trellis object. Interchange the conditioning variables for an R trellis object. intxplot Interaction plot, with an option to print standard error bars. plot.multicomp Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons. objip loop through all attached directories looking for pattern gof.calculation Calculate Box--Ljung Goodness of Fit for ARIMA models in S-Plus. summary.arma.loop summary and print and subscript methods for tsdiagplot and related objects. lm.regsubsets Evaluate lm model with highest adjusted $R^2$. mmc MMC (mean--mean multiple comparisons) plots. tsacfplots Coordinated time series and ACF and PCF plots. panel.dotplot.tb Dotplot with evenly spaced tiebreakers. strip.xysplom strip function that is able to place the correlation or regression coefficient into the strip label. push.vp.hh push and pop a grid viewport, turn clipping off, change scale. mmc.mean MMC (mean--mean multiple comparisons) plots from the sufficient statistics for a one-way design. mcalinfct MCA multiple comparisons analysis (pairwise) panel.ci.plot Default Panel Function for ci.plot resid.squares plot squared residuals in inches to match the y-dimension residual.plots Residual plots for a linear model. strip.background0 Turn off the coloring in the trellis strip labels. Color 0 is the background color. norm.curve plot a normal or a t-curve with both x and z axes. 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. 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. panel.acf Panel functions for tsdiagplot. multicomp.order Update a multicomp object by ordering its contrasts. panel.interaction2wt Plot all main effects and twoway interactions in a multifactor design hh Resolve filenames relative to the HH directory. positioned-class Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor. panel.cartesian trellis panel function, with labeled rows and columns and without strip labels. vif Calculate the Variance Inflation Factor lm.case case statistics for regression analysis print.tsdiagplot Print a "tsdiagplot" object. pyramidLikert Print a Likert plot as a Population Triangle regr2.plot 3D plot of z against x and y, with regression plane fit and display of squared residuals. HH-package Support software for Statistical Analysis and Data Display by Richard M. Heiberger and Burt Holland ancova Compute and plot oneway analysis of covariance dchisq.intermediate Intermediate f and chisq functions to simplify writing for both R and S-Plus. panel.xysplom panel method for xysplom. plot.mmc.multicomp MMC (Mean--mean Multiple Comparisons) plot. panel.bwplott Extension to S-Plus trellis to allow transposed plots. tsdiagplot Times series diagnostic plots for a structured set of ARIMA models. ResizeEtc Display multiple independent trellis objects on the same coordinated scale. lmatRows Find the row numbers in the lmat corresponding to the focus factor. orthog.complete Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns. seqplot.forecast seqplot with confidence bands for the forecast region. No Results!