Package: HH 3.1-52

HH: Statistical Analysis and Data Display: Heiberger and Holland

Support software for Statistical Analysis and Data Display (Second Edition, Springer, ISBN 978-1-4939-2121-8, 2015) and (First Edition, Springer, ISBN 0-387-40270-5, 2004) by Richard M. Heiberger and Burt Holland. This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The second edition includes redesigned graphics and additional chapters. The authors 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. All functions introduced in the book are in the package. R code for all examples, both graphs and tables, in the book is included in the scripts directory of the package.

Authors:Richard M. Heiberger

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# Install 'HH' in R:
install.packages('HH', repos = c('https://rmheiberger.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • AEdata - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • AudiencePercent - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • Design_2.8_2 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • Discrete4 - Discrete with four levels color dataset.
  • NZScienceTeaching - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • PoorChildren - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • ProfChal - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • ProfDiv - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • R282 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • R282.y - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • SFF8121 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • abc - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • abrasion - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • acacia - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • aeanonym - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • animal - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • anneal - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • apple - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • ara - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • balance - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • barleyp - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • batch - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • bean - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • birthweight - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • blood - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • blyth - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • breast - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • budworm - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • byss - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • c3c4 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • catalystm - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • cc135 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • cc176 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • cement - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • census4 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • cereals - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • chimp - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • circuit - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • co2 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • col3x2 - Col3x2 color dataset
  • concord - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • crash - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • crime - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • darwin - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • diamond - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • display - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • distress - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • draft - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • draft70mn - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • drunk - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • eggs - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • elnino - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • employM16 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • energy - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • esr - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • fabricwear - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • fat - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • fat.dat - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • feed - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • filmcoat - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • filter - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • fruitflies - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • furnace - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • girlht - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • glasses - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • golf - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • gum - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • gunload - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • har1 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • har2 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • har3 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • hardness - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • heartvalve - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • hooppine - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • hospital - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • hotdog - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • houseprice - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • hpErie - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • htwt - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • iceskate - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • icu - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • income - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • inconsistent - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • intubate - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • ironpot - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • jury - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • kangaroo - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • kidney - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • kyphosis - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • lake - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • leukemia - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • lft.asat - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • lifeins - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • longley - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • lymph - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • maiz - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • manhours - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • market - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • mice - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • mileage - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • mortality - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • mpg - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • muscle - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • njgolf - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • normtemp - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • notch - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • oats - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • odoffna - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • operator - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • oral - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • ozone - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • paper - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • patient - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • plasma - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • political - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • potency - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • pox - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • product - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • psycho - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • pulmonary - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • pulse - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • radioact - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • rent - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • retard - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • rhiz.alfalfa - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • rhiz.clover - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • rhizobium1 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • rhizobium3 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • salary - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • salinity - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • salk - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • seeding - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • selfexam - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • shipment - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • sickle - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • skateslc - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • smokers - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • spacshu - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • spindle - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • sprint - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • stopdist - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • surface - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tablet1 - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • teachers - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • testing - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • testscore - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tires - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tongue - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tser.mystery.X - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tser.mystery.Y - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tser.mystery.Z - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tsq - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • turkey - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • tv - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • usair - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • uscrime - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • vocab - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • vulcan - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • washday - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • water - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • weightloss - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • weld - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • wheat - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • wool - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • workstation - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • yates - Datasets for Statistical Analysis and Data Display, Heiberger and Holland
  • yatesppl - Datasets for Statistical Analysis and Data Display, Heiberger and Holland

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

214 exports 3 stars 5.15 score 95 dependencies 5 dependents 55 mentions 600 scripts 7.2k downloads

Last updated 7 months agofrom:dbcae2570d. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 11 2024
R-4.5-winNOTESep 11 2024
R-4.5-linuxNOTESep 11 2024
R-4.4-winOKSep 11 2024
R-4.4-macOKSep 11 2024
R-4.3-winOKSep 11 2024
R-4.3-macOKSep 11 2024

Exports:acf.pacf.plotacfplotae.dotplotae.dotplot.longAEdotplotAElogrelriskAEmatchSortorderaeReshapeToLongaicsigplotancovaancovaplotanovaMeanantilogitantioddsaov.ancovaplotaovStatementaovStatementAndAnovaaovSufficientarima.diag.hharima.modelarma.loopas.glhtas.likertas.likertDataFrameas.listOfNamedMatricesas.MatrixListas.multicompas.positionas.positionedas.pyramidLikertas.rtsas.TwoTrellisColumns5axis.i2wtbivariateNormalbrewer.pal.likertcasechisq.curvechisq.observedchisq.setupci.plotCIplotcol.hhColorSetcolPctscombineLimits.trellisvectorconfinterval.matrixconfintervaldataconfintervalplotcp.calccplxdchisq.intermediateddiscunifdf.intermediatediag.arma.loopdiag.maybe.nulldiagplot5newdiagQQdo.formula.trellis.xysplomEmphasizeVerticalPanelsexport.epsF.curveF.observedF.setupglhtWithMCP.993gof.calculationgofplotgrid.xaxis.hhgrid.yaxis.hhGSremovehhcapturehhcodehhdev.offhhlatexhhpdfhhpngHHscriptnameshovhov.bfhovBFhovPlothovPlot.bfhovplotBFif.RInsertVerticalPanelsinteraction.positionedinteraction2wtintervalintxplotis.likertis.likertCapableis.listOfNamedMatricesis.positionedis.Rladderladder.fladder.fstarladder3latexlatticeresidslegendGrob2wtlikertlikertColorlikertColorBrewerlikertMosaicLikertPercentCountColumnslikertplotlikertWeightedlm.regsubsetslmatContrastlmatPairwiselmatRowslmplotlogitlogrelriskmake.xaxis.hh.labelsmake.yaxis.hh.labelsmatrix.trellismcalinfctmmcmmcplotmmcPruneIsomeansmulticomp.label.changemulticomp.meanmulticomp.mmcmulticomp.mmc.meanmulticomp.ordermulticomp.reversenorm.curvenorm.observednorm.outlinenorm.setupnormal.and.t.distnpar.armanpar.rarmanpar.sarmaNTplotobjipoddsOddsRatioOneWayVarPlotorthog.completeorthog.constructpanel.acfpanel.ancovapanel.ancova.superposepanel.barchart2panel.bwplot.groupspanel.bwplot.intermediate.hhpanel.bwplot.superposepanel.cartesianpanel.dotplot.tbpanel.hovpanel.intxplotpanel.likertpanel.residSquarepanel.xysplompartial.corrpchisq.intermediatepdf.latexpdiscunifperspBack.wall.xperspBack.wall.yperspFloorperspPlanepf.intermediateplot.likertplotMatchMMCplotOddsRatioplotOddsRatio.basepositionposition<-positionedpowerplotqchisq.intermediateqdiscunifqf.intermediaterdiscunifrearrange.diag.arma.loopregr1.plotregr2.plotregrresidplotresid.squaresresidplotresidual.plotsresidual.plots.latticeresidVSfittedResizeEtcrowPctsscaleLocationseqplotseqplotForecastshiny.CIplotstrip.background0strip.laddersufficientsummaryHHtitle.grobtitle.trellisToBW.likerttoCQxRtransposetsacfplotstsdiagplotunpositioneduseOuterScalesuseOuterStripsT2L1vcovSufficientvifWindowsPathX.residualsxscale.components.top.HHxysplomyscale.components.right.HHz.test

Dependencies:abindbackportsbase64encbslibcachemcheckmatecliclustercodetoolscolorspacecommonmarkcrayondata.tabledeldirdigestevaluatefansifarverfastmapfontawesomeforeignFormulafsggplot2gluegmpgridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetshttpuvinterpisobandjpegjquerylibjsonliteknitrlabelinglaterlatticelatticeExtraleapslifecyclelmtestmagrittrMASSMatrixmemoisemgcvmimemultcompmunsellmvtnormnlmennetpillarpkgconfigplyrpngpromisesR6rappdirsRColorBrewerRcppRcppEigenreshape2rlangrmarkdownRmpfrrpartrstudioapisandwichsassscalesshinysourcetoolsstringistringrsurvivalTH.datatibbletinytexutf8vcdvctrsviridisviridisLitewithrxfunxtableyamlzoo

Readme and manuals

Help Manual

Help pageTopics
Statistical Analysis and Data Display: Heiberger and HollandHH-package HH
AE (Adverse Events) dotplot of incidence and relative riskAE.dotplot ae.dotplot ae.dotplot.long aeReshapeToLong logrelrisk panel.ae.dotplot panel.ae.leftplot panel.ae.rightplot
AE (Adverse Events) dotplot of incidence and relative riskAEdotplot AEdotplot.formula
AE (Adverse Events) dotplot of incidence and relative risk, support functionsAEdotplot.AElogrelrisk AEdotplot.AEtable AEdotplot.data.frame AElogrelrisk AEmatchSortorder c.AEdotplot print.AEdotplot update.AEdotplot
Compute and plot oneway analysis of covarianceanalysis of covariance ancova anova.ancova coef.ancova covariance model.frame.ancova panel.ancova plot.ancova predict.ancova print.ancova summary.ancova
Class "ancova" Analysis of Covarianceancova-class
Analysis of Covariance Plotsancovaplot ancovaplot.formula panel.ancova.superpose
ANOVA table for a c("ancovaplot","trellis") object.anova.ancovaplot aov.ancovaplot aovStatement aovStatement.ancovaplot aovStatementAndAnova aovStatementAndAnova.ancovaplot model.tables.ancovaplot
ANOVA table from the group sample sizes, means, and standard deviations.anovaMean
Analysis of variance from sufficient statistics for groups.aovSufficient vcovSufficient
Repair design error in S-Plus arima.diagarima.diag.hh
Loop through a series of ARIMA models and display coordinated tables and diagnoastic graphs.arma.loop diag.arma.loop rearrange.diag.arma.loop
Support functions for diverging stacked barcharts for Likert, semantic differential, and rating scale data.as.likert as.likert.array as.likert.data.frame as.likert.default as.likert.formula as.likert.ftable as.likert.listOfNamedMatrices as.likert.matrix as.likert.table is.likert is.likertCapable rev.likert
Convert a list of numeric matrices to a single matrixas.data.frame.listOfNamedMatrices as.likertDataFrame as.likertDataFrame.array as.likertDataFrame.listOfNamedMatrices as.listOfNamedMatrices as.listOfNamedMatrices.array as.listOfNamedMatrices.list as.listOfNamedMatrices.MatrixList as.matrix.listOfNamedMatrices as.MatrixList as.MatrixList.array is.listOfNamedMatrices matrix print.listOfNamedMatrices print.MatrixList [.listOfNamedMatrices
Support functions in R for MMC (mean-mean multiple comparisons) plots.as.glht as.glht.multicomp as.multicomp as.multicomp.glht print.mmc.multicomp print.multicomp print.multicomp.hh
Convert a two-dimensional trellis object into a one-dimensional trellis object. Change the order of panels in a trellis object.as.vector.trellis reorder.trellis
specialized axis function for interaction2wt.axis.i2wt
Plot the bivariate normal density using wireframe for specified rho.bivariateNormal
Plot confidence and prediction intervals for simple linear regressionci.plot ci.plot.lm
Illustration of the meaning of confidence levels.CIplot confinterval.matrix confintervaldata confintervalplot shiny.CIplot
Initializing Trellis Displayscol.hh
col3x2 color datasetcol3x2
Combine limits on a one-dimensional trellis object.combineLimits.trellisvector
Rearranges and improves the legibility of the output from the stepwise function in S-Plus.cp.calc print.cp.object [.cp.object
Generate a sequence spanning the xlim of a lattice window.cplx
Datasets for Statistical Analysis and Data Display, Heiberger and Hollandabc abrasion acacia aeanonym AEdata animal anneal apple ara AudiencePercent balance barleyp batch bean birthweight blood blyth breast budworm byss c3c4 catalystm cc135 cc176 cement census4 cereals chimp circuit co2 concord crash crime darwin datasets Design_2.8_2 Design_2.8_2_full diamond display distress draft draft70mn drunk eggs elnino employM16 energy esr fabricwear fat fat.dat feed filmcoat filter fruitflies furnace girlht glasses golf gum gunload har1 har2 har3 hardness heartvalve hooppine hospital hotdog houseprice hpErie htwt iceskate icu income inconsistent intubate ironpot jury kangaroo kidney kyphosis lake leukemia lft.asat lifeins longley lymph maiz manhours market mice mileage mortality mpg muscle njgolf normtemp notch NZScienceTeaching oats odoffna operator oral ozone paper patient plasma political PoorChildren potency pox product ProfChal ProfDiv psycho pulmonary pulse R282 R282.y radioact rent retard rhiz.alfalfa rhiz.clover rhizobium1 rhizobium3 salary salinity salk seeding selfexam SFF8121 shipment sickle skateslc smokers spacshu spindle sprint stopdist surface tablet1 teachers testing testscore tires tongue tser.mystery.X tser.mystery.Y tser.mystery.Z tsq turkey tv usair uscrime vocab vulcan washday water weightloss weld wheat wool workstation yates yatesppl
Intermediate f and chisq functions to simplify writing for both R and S-Plus.dchisq.intermediate df.intermediate pchisq.intermediate pf.intermediate qchisq.intermediate qf.intermediate
Returns a value for the diagonal of NA and NULL arguments.diag.maybe.null
Transpose of ECDF for centered fitted values and residuals from a linear model.diagplot5new
QQ plot of regression residuals.diagQQ
Discrete with four levels color dataset.Discrete4
Interprets model formulas for xysplom and extended bwplotsdo.formula.trellis.xysplom
Helper function for likertWeighted(). used for vertical spacing and horizontal borders of grouped panels.EmphasizeVerticalPanels
Remove main title, left axis tick labels, left strip, bottom legend from plot and keep the vertical spacing allocated to those items.emptyMainLeftAxisLeftStripBottomLegend
Exports a graph to an EPS file.export.eps
Miscellaneous functions that I wish were in or consistent between S-Plus and R..arima.info.names.not.ordered arima.model as.character.arima.model as.rts coefArimaHH title.grob title.trellis
plot a chisquare or a F-curve.chisq.curve chisq.observed chisq.setup F.curve F.observed F.setup
Retain averaging behavior that was previously available in glht.glhtWithMCP.993 mcp2matrix.993
Calculate Box-Ljung Goodness of Fit for ARIMA models in S-Plus.gof.calculation
make x- and y-axis labelsgrid.xaxis.hh grid.yaxis.hh make.xaxis.hh.labels make.yaxis.hh.labels
Remove selected GraphSheetPages in the S-Plus Windows GUI GraphsheetGSremove
Display tabular results for Best Subsets Regression.HH.regsubsets plot.summaryHH.regsubsets print.summaryHH.regsubsets summaryHH summaryHH.regsubsets
R tools for writing HH2: hhpdf, hhdev.off, hhcapture, hhcode, hhpng, hhlatexhhcapture hhcode hhdev.off hhlatex hhpdf hhpng
Find absolute pathname of a script file for the HH book in the HH package.HHscriptnames WindowsPath
Homogeneity of Variancehov hov.bf
Homogeneity of Variance: Brown-Forsyth methodhovBF hovplotBF
Conditional Execution for R or S-Plusif.R is.R
Expand a 3D array on the second dimension, inserting empty layers where the input vector has a '0' value. A 2D argument 'x' with 'dim(x)==c(r,c)' is first extended to 3D with 'dim(x)==c(1,r,c)', and then the result is collapsed back to 2D.InsertVerticalPanels
interaction method for positioned factors.interaction.positioned
Plot all main effects and twoway interactions in a multifactor designinteraction2wt interaction2wt.default interaction2wt.formula
Prediction and Confidence Intervals for glm Objectsinterval interval.glm
Interaction plot, with an option to print standard error bars.intxplot panel.intxplot
Draw a "ladder of powers" plot, plotting each of several powers of y against the same powers of x.ladder ladder.f ladder.fstar ladder3 strip.ladder
Generate the latex code for an '"array"' or '"table"' with 3, 4, or more dimensions.latex.array latex.matrix latex.table
Subroutine used by residual.plots.latticelatticeresids
place separate keys to the left of each row of a trellislegendGrob2wt
Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids.differential floating likert likertplot plot.likert plot.likert.array plot.likert.data.frame plot.likert.default plot.likert.formula plot.likert.ftable plot.likert.likert plot.likert.list plot.likert.matrix plot.likert.structable plot.likert.table pyramid semantic sliding xscale.components.top.HH yscale.components.right.HH
Selection of colors for Likert plots.brewer.pal.likert ColorSet likertColor likertColorBrewer
Diverging stacked barcharts for Likert, semantic differential, rating scale data, and population pyramids based on mosaic as the plotting style.likertMosaic likertMosaic.array likertMosaic.data.frame likertMosaic.default likertMosaic.formula likertMosaic.list likertMosaic.matrix
Display likert plots with percents in the first column of panels and counts in the second column of panels.LikertPercentCountColumns
Special case wrapper for likert() when multiple columns are to have the same bar thicknesses. Uses formula with one or two conditioning variables.likertWeighted likertWeighted.array likertWeighted.default likertWeighted.formula
case statistics for regression analysiscase case.lm panel.case plot.case
Evaluate lm model with highest adjusted $R^2$.lm.regsubsets
lmatPairwiselmatPairwise lmatPairwise.glht lmatPairwise.matrix lmatPairwise.mmc lmatPairwise.mmc.multicomp
Find the row numbers in the lmat corresponding to the focus factor.lmatContrast lmatRows lmatRows.glht lmatRows.lm lmatRows.mmc.multicomp lmatRows.multicomp
Four types of residual plots for linear models.lmplot
Logistic and odds functions and their inverses.antilogit antiodds logit odds
Convert a one-dimensional trellis object to a two-dimensional trellis object. This permits combineLimits and useOuterStrips to work.as.matrix.trellis matrix.trellis
MCA multiple comparisons analysis (pairwise)mcalinfct
MMC (Mean-mean Multiple Comparisons) plots.MMC mmc mmc.default mmc.glht multicomp multicomp.mmc [.mmc.multicomp
MMC (Mean-mean Multiple Comparisons) plots from the sufficient statistics for a one-way design.mmc.mean multicomp.mean multicomp.mmc.mean
Control aspect ratio in MMC plots to maintain isomeans grid as a square.mmcAspect
Functions used by mmcplot.mmcboth mmcisomeans mmcmatch
MMC (Mean-mean Multiple Comparisons) plots in lattice.mmcplot mmcplot.default mmcplot.glht mmcplot.mmc mmcplot.mmc.multicomp mmcplot.multicomp
MMC plots in lattice-suppress isomeans grid lines for specified levels of the factor.mmcPruneIsomeans
Update a multicomp object by ordering its contrasts.multicomp.label.change multicomp.label.change.mmc.multicomp multicomp.label.change.multicomp multicomp.order
Force all comparisons in a "multicomp" object to have the same sign.multicomp.reverse
plot a normal or a t-curve with both x and z axes.norm.curve norm.observed norm.outline norm.setup normal.and.t.dist
Specify plots to illustrate Normal and t Hypothesis Tests or Confidence Intervals.NormalAndTplot NormalAndTplot.default NormalAndTplot.htest
Construct a power graph based on the NTplot.beta curve NormalAndTPower operating characteristic curve power curve powerplot powerplot.NormalAndTplot
Plots to illustrate Normal Approximation to the Binomial-hypothesis tests or confidence intervals.normalApproxBinomial
Count the number of parameters in an ARIMA model specification.npar.arma npar.rarma npar.sarma
Specify plots to illustrate Normal and t Hypothesis Tests or Confidence Intervals, including normal approximation to the binomial.NTplot NTplot.default NTplot.htest NTplot.NormalAndTplot NTplot.power.htest
loop through all attached directories looking for pattern, possibly restricting to specified class or mode.objip
Calculate or plot the odds ratio for a 2x2 table of counts.OddsRatio plotOddsRatio plotOddsRatio.base
Displays a three-panel 'bwplot' of the data by group, of the group means, and of the entire dataset. This is an approximate visualization of the Mean Square lines from the ANOVA table for a one-way ANOVA model.OneWayVarPlot
Construct an orthogonal matrix which is an arbitrary completion of the column space of the input set of columns.orthog.complete orthog.construct
Panel functions for tsdiagplot.panel.acf panel.gof panel.std.resid
Right-justify right-axis tick labels.axis.RightAdjustRight panel.axis.right
Panel functions for bwplot.panel.bwplot.intermediate.hh
Panel function for bwplot that displays an entire box in the colors coded by groups.panel.bwplot.groups panel.bwplot.superpose
Extension to S-Plus trellis to allow transposed plots.panel.bwplott
trellis panel function, with labeled rows and columns and without strip labels.panel.cartesian
Default Panel Function for ci.plotpanel.ci.plot
Confidence interval panel for MMC tiebreaker plots, or confidence interval plot.panel.confintMMC
Dotplot with evenly spaced tiebreakers.panel.dotplot.tb
Plot all main effects and twoway interactions in a multifactor designpanel.interaction2wt strip.interaction2wt
isomeans grid for MMC plots.panel.isomeans
Panel functions for likert that include a stackWidth argumentpanel.barchart2 panel.likert
Function based on S-Plus panel.pairs to add the subpanel.scales and panel.cex arguments.panel.pairs.hh
panel method for xysplom.panel.xysplom
partial correlationspartial.corr
Construct a pdf file from a "latex" file. See Hmisc::latex for concepts.pdf.latex
Discrete Uniform Distributionddiscunif pdiscunif qdiscunif rdiscunif
Helper functions for regr2.plotperspBack.wall.x perspBack.wall.y perspFloor perspPlane
Homogeneity of Variance PlothovPlot hovPlot.bf panel.hov
MMC (Mean-mean Multiple Comparisons) plot.plot.mmc.multicomp
Multiple comparisons plot that gives independent user control over the appearance of the significant and not significant comparisons.plot.multicomp plot.multicomp.adjusted plot.multicomp.hh plotMatchMMC
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.as.numeric.positioned as.position as.positioned is.na.positioned is.numeric.positioned is.positioned position position<- positioned print.positioned unique.positioned unpositioned [.positioned
Class "positioned", extends "ordered" to specify the position for graphing the levels of a factor.positioned-class
Print a 'latticeresids' object.print.latticeresids
Print method for Normal and t plots from NTplot.print.NormalAndTplot
Print a "tsdiagplot" object.print.tsdiagplot print1.tsdiagplot print2.tsdiagplot
Print two conformable trellis plots in adjacent columns with user control of widths.as.TwoTrellisColumns5 emptyRightAxis leftLabels.trellis mainSubLegend.trellis panelOnly.trellis print.TwoTrellisColumns5 rightLabels.trellis
push and pop a grid viewport, turn clipping off, change scale.pop.vp.hh push.vp.hh
Print a Likert plot as a Population Triangleas.pyramidLikert print.pyramidLikert pyramidLikert
Extend matrix reshaping functions to trellis objects.aperm.trellis cbind.trellis rbind.trellis transpose transpose.default transpose.trellis
plot x and y, with optional straight line fit and display of squared residualsregr1.plot
3D plot of z against x and y, with regression plane fit and display of squared residuals.regr2.plot
Draw a plot of y vs x from a linear model object, with residuals indicated by lines or squares.panel.residSquare regrresidplot
plot squared residuals in inches to match the y-dimensionresid.squares
Residual plots for a linear model.residual.plots
Construct four sets of regression plots: Y against X, residuals against X, partial residuals against X, partial residuals against each X adjusted for all the other X columns.residual.plots.lattice
Draw plots of resid ~ y.hat and sqrt(abs(resid)) ~ y.hatresidVSfitted scaleLocation
Display multiple independent trellis objects on the same coordinated scale.ResizeEtc
Display multiple independent trellis objects, representing likert plots, on the same coordinated scale.ResizeEtc.likertPlot
Row and columns percentscolPcts rowPcts
Time series plot.seqplot seqplot.default seqplot.ts
seqplot with confidence bands for the forecast region.seqplotForecast
Turn off the coloring in the trellis strip labels. Color 0 is the background color.strip.background0
Functions based on strip.default for use with the useOuterScales function.strip.left.useOuterStrips strip.left1 strip.left2 strip.top1 strip.top2 strip.useOuterStrips.first strip.useOuterStrips.last
strip function that is able to place the correlation or regression coefficient into the strip label.strip.xysplom
Calculates the mean, standard deviation, and number of observations in each group of a data.frame that has one continuous variable and two factors.sufficient
summary and print and subscript methods for tsdiagplot and related objects.print.arma.loop print.arma.loop.list print.tsacfplots summary.arma.loop summary.arma.loop.list [.arma.loop [.diag.arma.loop
Change colors in a likert plot to shades of Black and White.ToBW.likert
Reshape a 3-way array to a 2-way data.frame that can can be used with a trellis conditioning formula to get the three-way behavior. Used with likertWeighted().toCQxR
Coordinated time series and ACF and PCF plots.acf.pacf.plot tsacfplots
Times series diagnostic plots for a structured set of ARIMA models.acfplot aicsigplot gofplot residplot tsdiagplot
Put scales for axes only on the bottom and left panels of a lattice display, and give fine control over the placement of stripsuseOuterScales
Three-factor generalization of latticeExtra::useOuterStripsuseOuterStripsT2L1
Calculate the Variance Inflation Factorvif vif.default vif.formula vif.lm
Residuals from the regression of each column of a data.frame against all the other columns.X.residuals X.residuals.default X.residuals.formula X.residuals.lm
scatterplot matrix with potentially different sets of variables on the rows and columns.xysplom xysplom.default xysplom.formula
Z test for known population standard deviationz.test