Package: psyntur 0.1.1

psyntur: Helper Tools for Teaching Statistical Data Analysis

Provides functions and data-sets that are helpful for teaching statistics and data analysis. It was originally designed for use when teaching students in the Psychology Department at Nottingham Trent University.

Authors:Mark Andrews [aut, cre], Jens Roeser [aut]

psyntur_0.1.1.tar.gz
psyntur_0.1.1.zip(r-4.7-any)psyntur_0.1.1.zip(r-4.6-any)psyntur_0.1.1.zip(r-4.5-any)
psyntur_0.1.1.tgz(r-4.6-any)psyntur_0.1.1.tgz(r-4.5-any)
psyntur_0.1.1.tar.gz(r-4.7-any)psyntur_0.1.1.tar.gz(r-4.6-any)
psyntur_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
psyntur/json (API)

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

Bug tracker:https://github.com/mark-andrews/psyntur/issues

Datasets:

On CRAN:

Conda:

6.00 score 6 stars 55 scripts 527 downloads 33 exports 88 dependencies

Last updated from:448f18f845. Checks:7 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develERROR192
source / vignettesOK230
linux-releaseERROR154
macos-releaseERROR164
macos-oldrelERROR151
windows-develERROR121
windows-releaseERROR134
windows-oldrelERROR134
wasm-releaseOK117

Exports:%>%cohen_dcor_testcor_test_multicronbachdensityplotdescribedescribe_acrossdrop_if_all_naez_anovaget_dummy_codeglimpsehistograminteraction_line_plotiqr_xnamean_xnamedian_xnapaired_t_testpairs_plotpairwise_t_testre_coderemove_double_headerrename_with_seqscatterplotscatterplot_matrixsd_xnashapiro_testsum_xnat_testto_fixed_digitstotal_scorestukeyboxplotvar_xna

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecowplotcpp11crayondata.tableDerivdoBydplyreffsizeezfarverfastDummiesforcatsforecastFormulaformula.toolsfracdiffgenericsGGallyggplot2ggstatsggthemesglueGPArotationgtablehmsisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvminqamnormtmodelrnlmenloptrnnetnumDerivoperator.toolspatchworkpbkrtestpillarpkgconfigplyrprettyunitsprogresspsychpurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasreshape2rlangS7scalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo

Simple data exploration
Introduction | Summary statistics with describe | Multiple summary functions to multiple variables | Dealing with missing values with _xna
Rendered fromexploration.Rmdusingknitr::rmarkdown

Last update: 2020-09-23
Started: 2020-09-21

Simple data visualization
Introduction | Scatterplots | Boxplots | Histograms
Rendered fromvisualization.Rmdusingknitr::rmarkdown

Last update: 2020-09-21
Started: 2020-09-21

Some helper functions for statistical analysis
Introduction | Independent samples t-test with t_test | Paired samples t-test with paired_t_test | Pairwise t-tests with pairwise_t_test | Shipiro-Wilk test with shapiro_test
Rendered fromsimplestats.Rmdusingknitr::rmarkdown

Last update: 2020-09-21
Started: 2020-09-21

Readme and manuals

Help Manual

Help pageTopics
Anthropometric data from US Army Personnelansur
Cohen's d and Hedges g effect sizecohen_d
Test for Correlation Between Paired Samplescor_test
Test for Correlation Between Paired Samples for 2 or More Variablescor_test_multi
Calculate Cronbach's alpha for sets of psychometric scale itemscronbach
A density plotdensityplot
Calculate descriptive statisticsdescribe
Apply multiple descriptive functions to multiple variablesdescribe_across
Drop rows if all values on selected columns are missingdrop_if_all_na
Analysis of varianceez_anova
Faithfulness from a Photo?faithfulfaces
Show the dummy code of a categorical variableget_dummy_code
A histogramhistogram
Make a interaction line plotinteraction_line_plot
Job Satisfaction Data for Two-Way ANOVAjobsatisfaction
Paired samples t-testpaired_t_test
Paired sleep datapairedsleep
A pairs plotpairs_plot
Pairwise t-testpairwise_t_test
Recode specified values by new valuesre_code
Remove an additional header row from a data frameremove_double_header
Rename selected columns as a sequencerename_with_seq
A two dimensional scatterplotscatterplot
Make a scatterplot matrixscatterplot_matrix
Age of Onset of Schizophrenia Dataschizophrenia
Self-Esteem Score Data for One-way Repeated Measures ANOVAselfesteem
Self Esteem Score Data for Two-way Repeated Measures ANOVAselfesteem2
Self Esteem Score Data for Two-way Repeated Measures ANOVA: Long formatselfesteem2_long
Shapiro-Wilk normality testshapiro_test
Descriptive statistics for variables with missing valuesiqr_xna mean_xna median_xna sd_xna sum_xna var_xna
Independent samples t-testt_test
Psychometrics raw data from testing or demo purposestest_psychometrics
Format Numeric Columns to Fixed Digitsto_fixed_digits
Calculate the total scores from sets of scorestotal_scores
A Tukey box-and-whisker plottukeyboxplot
Visual versus Verbal Perception and Responsesvizverb