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
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psyntur_0.1.1.tar.gz(r-4.5-noble)psyntur_0.1.1.tar.gz(r-4.4-noble)
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psyntur.pdf |psyntur.html✨
psyntur/json (API)
NEWS

# 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:

6.35 score 5 stars 50 scripts 491 downloads 33 exports 83 dependencies

Last updated 3 months agofrom:448f18f845. Checks:1 OK, 7 ERROR. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 11 2025
R-4.5-winERRORFeb 11 2025
R-4.5-macERRORFeb 11 2025
R-4.5-linuxERRORFeb 11 2025
R-4.4-winERRORFeb 11 2025
R-4.4-macERRORFeb 11 2025
R-4.3-winERRORFeb 11 2025
R-4.3-macERRORFeb 11 2025

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.tableDerivdoBydplyreffsizeezfansifarverfastDummiesforcatsFormulaformula.toolsgenericsGGallyggplot2ggstatsggthemesglueGPArotationgtablehmsisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamnormtmodelrmunsellnlmenloptrnnetnumDerivoperator.toolspatchworkpbkrtestpillarpkgconfigplyrprettyunitsprogresspsychpurrrquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasreshape2rlangscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

Simple data exploration

Rendered fromexploration.Rmdusingknitr::rmarkdownon Feb 11 2025.

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

Simple data visualization

Rendered fromvisualization.Rmdusingknitr::rmarkdownon Feb 11 2025.

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

Some helper functions for statistical analysis

Rendered fromsimplestats.Rmdusingknitr::rmarkdownon Feb 11 2025.

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