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lessR

Star Watch Copy Code

Less Code with More Comprehensive Results

View on CRAN: Click here

Download and install lessR package within the R console
Install from CRAN:

 install.packages("lessR")

Install from Github:

 library("remotes")

                        install_github("cran/lessR")

Install by package version:

 library("remotes")

                        install_version("lessR", "4.5.6")

Attach the package and use:

 library("lessR")

Maintained by
David W. Gerbing
[Scholar Profile | Author Map]

All associated links for this package

First Published: 2010-10-25

Latest Update: 2025-06-16

Description:

Each function accomplishes the work of multiple standard R functions. For example, two function calls, Read() and CountAll(), read the data and generate summary statistics for all variables in the data frame, plus histograms and bar charts as appropriate. Other functions provide for comprehensive summary statistics via pivot tables, a comprehensive regression analysis, ANOVA and t-test, visualizations including the Violin/Box/Scatter plot for a numerical variable, bar chart, histogram, box plot, density curves, calibrated power curve, reading multiple data formats with the same function call, variable labels, color themes, and Trellis graphics. Also includes a confirmatory factor analysis of multiple indicator measurement models, pedagogical routines for data simulation such as for the Central Limit Theorem, generation and rendering of regression instructions for interpretative output, and interactive visualizations.

How to cite:

David W. Gerbing (2010). lessR: Less Code with More Comprehensive Results. R package version 4.5.6, https://cran.r-project.org/web/packages/lessR. Accessed 08 Oct. 2026.

Previous versions and publish date:

(2026-08-03 07:10), 1.5.2 (2010-11-03 08:41), 1.5 (2010-10-25 09:01), 1.6 (2010-11-10 12:17), 1.7 (2010-11-19 08:33), 1.8.2 (2011-03-16 20:53), 1.8.3 (2011-03-17 20:49), 1.8.5 (2011-04-06 08:09), 1.8.6 (2011-04-12 11:19), 1.8.7 (2011-04-24 08:56), 1.8.8 (2011-05-09 17:29), 1.8.9 (2011-05-16 08:37), 1.8 (2011-01-03 13:35), 1.9.0 (2011-05-23 09:06), 1.9.6 (2011-06-07 11:51), 1.9.7 (2011-06-15 20:02), 1.9.8 (2011-06-30 19:01), 2.0.1 (2011-10-09 10:03), 2.0.2 (2011-11-15 07:49), 2.0 (2011-07-23 15:56), 2.1.1 (2012-02-12 11:30), 2.1 (2012-02-08 08:17), 2.2 (2012-03-28 20:13), 2.3.1 (2012-06-13 07:44), 2.3 (2012-06-11 06:48), 2.4.1 (2012-07-20 20:25), 2.4.2 (2012-07-22 08:20), 2.5 (2012-08-10 07:54), 2.6 (2012-10-25 08:14), 2.8 (2013-01-04 09:09), 2.9.2 (2013-05-08 07:23), 2.9.3 (2013-05-19 18:49), 2.9.4 (2013-08-26 07:49), 2.9.7 (2013-10-29 18:55), 2.9 (2013-03-15 17:38), 3.0 (2014-01-02 23:15), 3.1.1 (2014-09-23 05:49), 3.1 (2014-02-25 07:46), 3.2 (2015-02-25 08:12), 3.3.1 (2015-04-28 07:57), 3.3.3 (2015-07-24 07:54), 3.3.4 (2015-08-22 23:24), 3.3.6 (2015-11-05 13:38), 3.3 (2015-03-19 23:54), 3.4.4 (2016-03-01 17:15), 3.4.6 (2016-03-28 16:35), 3.4.8 (2016-05-02 06:24), 3.4 (2015-12-27 23:56), 3.5.0 (2016-08-29 19:27), 3.5.1 (2016-10-20 10:52), 3.5.3 (2017-01-02 17:59), 3.5.5 (2017-02-09 00:59), 3.6.0 (2017-03-31 08:13), 3.6.2 (2017-05-16 21:01), 3.6.5 (2017-08-06 17:21), 3.6.6 (2017-09-09 16:57), 3.6.7 (2017-12-10 21:27), 3.7.0 (2018-01-06 05:32), 3.7.2 (2018-03-31 00:50), 3.7.4 (2018-05-25 19:41), 3.7.5 (2018-06-03 17:16), 3.7.6 (2018-08-11 06:40), 3.7.9 (2018-12-10 16:00), 3.8.0 (2019-01-03 18:10), 3.8.1 (2019-01-10 13:40), 3.8.2 (2019-03-28 16:40), 3.8.4 (2019-04-26 06:50), 3.8.5 (2019-05-16 17:20), 3.8.6 (2019-06-04 08:10), 3.8.8 (2019-08-01 11:30), 3.8.9 (2019-08-25 16:00), 3.9.0 (2019-12-07 15:50), 3.9.2 (2020-02-11 13:50), 3.9.3 (2020-03-06 08:20), 3.9.4 (2020-05-07 13:20), 3.9.5 (2020-05-31 21:00), 3.9.6 (2020-06-11 07:50), 3.9.7 (2020-09-23 22:10), 3.9.8 (2020-10-13 20:20), 3.9.9 (2021-01-10 07:40), 4.0.1 (2021-06-06 22:20), 4.0.2 (2021-08-05 19:10), 4.0.3 (2021-09-09 17:30), 4.0.5 (2021-10-05 17:30), 4.0.6 (2021-10-25 06:20), 4.0.8 (2021-11-18 21:50), 4.1.4 (2021-12-14 20:10), 4.1.5 (2022-01-31 00:30), 4.1.6 (2022-02-18 19:30), 4.1.7 (2022-03-30 20:40), 4.1.8 (2022-04-24 05:00), 4.1.9 (2022-05-06 11:40), 4.2.0 (2022-06-03 19:10), 4.2.2 (2022-07-13 08:50), 4.2.3 (2022-09-12 00:13), 4.2.4 (2022-12-07 22:20), 4.2.5 (2023-01-06 12:50), 4.2.6 (2023-02-12 20:42), 4.2.8 (2023-03-22 14:00), 4.2.9 (2023-05-14 23:20), 4.3.0 (2023-11-12 00:23), 4.3.1 (2024-03-27 00:40), 4.3.2 (2024-04-08 01:03), 4.3.3 (2024-05-09 15:20), 4.3.6 (2024-06-23 00:20), 4.3.7 (2024-08-22 11:30), 4.3.8 (2024-10-07 16:40), 4.3.9 (2024-12-08 23:50), 4.4.0 (2025-01-12 18:00), 4.4.1 (2025-02-03 16:40), 4.4.2 (2025-03-16 21:40), 4.4.3 (2025-05-09 05:30), 4.4.4 (2025-06-16 17:00), 4.4.5 (2025-08-22 07:40), 4.5.1 (2026-01-22 13:20), 4.5.2 (2026-03-05 07:10), 4.5.3 (2026-03-26 16:50), 4.5.4 (2026-04-27 13:20), 4.5.5 (2026-06-21 16:30), 4.5 (2025-12-11 17:00)

Other packages that cited lessR R package

View lessR citation profile

Other R packages that lessR depends, imports, suggests or enhances

View lessR dependency map

Complete documentation for lessR

View documentation PDF

Functions, R codes and Examples using the lessR R package

Some associated functions: ANOVA . BarChart . Correlation . CountAll . Density . Histogram . LineChart . Logit . Merge . Model . Nest . PieChart . Plot . Prop_test . Read . Regression . Subset . SummaryStats . Transform . VariableLabels . Write . corCFA . corEFA . corProp . corRead . corReflect . corReorder . corScree . dataAnova_1way . dataAnova_2way . dataAnova_rb . dataAnova_rbf . dataAnova_sp . dataBodyMeas . dataCars93 . dataEmployee . dataEmployee_lbl . dataFreqTable99 . dataJackets . dataLearn . dataMach4 . dataMach4_lbl . dataReading . dataStockPrice . dataWeightLoss . details . extractData . factors . getColors . interact . kurtosis . label . pivot . print_out . print_outall . prob_norm . prob_tcut . prob_znorm . recode . regPlot . rename . rescale . reshape_long . reshape_wide . see . showColors . showPalettes . simCImean . simCLT . simFlips . simMeans . skew . sort_by . style . to . train_test . ttest . ttestPower . values . xAnd . xNum . xP . xRow . xU . xW .
Some associated R codes: ANOVA.R . ANOVAz1.R . ANOVAz2.R . BarChart.R . BoxPlot.R . Correlation.R . CountAll.R . Density.R . Histogram.R . LineChart.R . Logit.R . Merge.R . Model.R . Nest.R . PieChart.R . Plot.R . Prop_test.R . Read.R . Read2.R . Regression.R . ScatterPlot.R . Sort.R . Subset.R . SummaryStats.R . Transform.R . VariableLabels.R . ViolinPlot.R . Write.R . av.R . av.Rmd.R . av_brief.R . bar.lattice.R . bc.R . bc.data.frame.R . bc.main.R . bc.stat.R . bx.R . bx.stats.R . ca.R . cfa.R . corCFA.R . corEFA.R . corFA_Rmd.R . corProp.R . corRead.R . corReflect.R . corReorder.R . corScree.R . cor_mimm.R . cp.R . cr.R . cr.data.frame.R . cr.main.R . cr_brief.R . d.R . db.R . details.R . dist.Rmd.R . dn.R . dn.main.R . dpmat.main.R . efa.R . extractData.R . factors.R . getColors.R . hs.R . hst.main.R . hst.stats.R . interact.R . kurtosis.R . label.R . lc.R . lc.main.R . logit.3Residual.R . logit.4Pred.R . logit.5Confuse.R . lr.R . model2.R . model_brief.R . mrg.R . nt.R . param.VBS.R . param.old.R . pc.R . pc.main.R . pivot.R . plt.MD.R . plt.add.R . plt.bad.R . plt.bck.R . plt.bins.R . plt.bubble.R . plt.by.legend.R . plt.colors.R . plt.fill.R . plt.fit.R . plt.funnel.R . plt.lattice.R . plt.legend.R . plt.main.R . plt.marg.R . plt.mat.R . plt.panel.R . plt.shapes.R . plt.txt.R . print.out.R . print.outall.R . prob_norm.R . prob_tcut.R . prob_znorm.R . prop.R . rd.R . rd.cor.R . rd_lbl.R . rec.zmain.R . recode.R . reflect.R . reg.1ancova.R . reg.1anvBasic.R . reg.1bckBasic.R . reg.1fitBasic.R . reg.1modelBasic.R . reg.2Relations.R . reg.3dnResidual.R . reg.3resfitResidual.R . reg.3txtResidual.R . reg.4Pred.R . reg.5Plot.R . reg.5ancova.R . reg.6mod.R . reg.Kfold.R . reg.R . reg.Rmd.R . reg.RmdParse.R . reg.brief.R . regPlot.R . reg_brief.R . rename.R . reord.R . rescale.R . reshape_long.R . reshape_wide.R . scree.R . see.R . set.R . showColors.R . showPalettes.R . simCImean.R . simCLT.R . simFlips.R . simMeans.R . skew.R . sort_by.R . sp.R . ss.R . ss.data.frame.R . ss.factor.R . ss.numeric.R . ss.real.R . ss_brief.R . style.R . style.show.R . to.R . train_test.R . tt.1graph.R . tt.1group.R . tt.2graph.R . tt.2group.R . tt.R . tt.formula.R . tt_brief.R . ttest.R . ttestPower.R . ttp.R . ttp2graph.R . values.R . vl.R . vp.R . wrt.R . wrt_r.R . wrt_x.R . xAnd.R . xNum.R . xP.R . xRow.R . xU.R . xW.R . zzz.R . Full lessR package functions and examples

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