Package: ThesiStats 1.1.0

ThesiStats: Statistical Tools for Quantitative Theses

Provides helpers for the analyses that quantitative theses in the social and behavioral sciences repeat: renaming and scoring items, recoding Likert responses, cleaning sociodemographic variables written in Spanish (age, academic term, degree and university), descriptive statistics, univariate and multivariate normality checks, omega reliability from ordinal confirmatory factor models, correlation matrices in table format, and two-group or several-group comparisons with effect sizes.

Authors:José Ventura-León [aut, cre]

ThesiStats_1.1.0.tar.gz
ThesiStats_1.1.0.zip(r-4.7-any)ThesiStats_1.1.0.zip(r-4.6-any)ThesiStats_1.1.0.zip(r-4.5-any)
ThesiStats_1.1.0.tgz(r-4.6-any)ThesiStats_1.1.0.tgz(r-4.5-any)
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ThesiStats_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ThesiStats/json (API)

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

Bug tracker:https://github.com/jventural/thesistats/issues

Datasets:

On CRAN:

Conda:

3.00 score 1 stars 137 downloads 34 exports 54 dependencies

Last updated from:f849dada51. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK152
source / vignettesOK195
linux-releaseOK121
macos-releaseOK99
macos-oldrelOK101
windows-develOK89
windows-releaseOK69
windows-oldrelOK90
wasm-releaseOK102

Exports:calcula_omega_allcalcular_correlacionescalcular_porcentajescalculate_descriptivesCalcule_Comparativeclean_edadconvert_age_to_yearsconvert_age_to_years_monthsconvert_to_expresionsCorrect_categorydetect_expression_Likertdiag_aba_naedad_statepsilon_cuadrado_kruskalextract_itemsFiabilidadgenerate_and_applygenerate_codegrafico_boxplotsmardia_testMultivariate_plotnormality_test_SWnormalize_carrerasnormalize_ciclonormalize_tiempo_relacionnormalize_universidadesprocess_likert_blocksremplace_alternative_responserename_columnsrename_items_onlyrename_items2rename_items3u_mann_whitney_superioridadvalidation_categoria

Dependencies:backportsbitbit64broomclicliprcpp11crayondplyrfarvergenericsggplot2glueGPArotationgridExtragtablehmsisobandlabelinglatticelavaanlifecyclemagrittrMASSmnormtnlmenumDerivpbivnormpillarpkgconfigprettyunitsprogresspsychpurrrquadprogR6RColorBrewerreadrrlangS7scalessemToolsstringdiststringistringrtibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithr

Readme and manuals

Help Manual

Help pageTopics
Omega Reliability of Several Factorscalcula_omega_all
Correlation Matrix of a Range of Columnscalcular_correlaciones
Frequencies and Percentages of Categorical Variablescalcular_porcentajes
Descriptive Statistics of a Range of Columnscalculate_descriptives
Compare Two Groups with Welch's t Test and Cohen's dCalcule_Comparative
Catalog of Peruvian University Degreescarreras_peruanas
Clean Age Strings into Fractional Yearsclean_edad
Convert Age Strings to Numeric Yearsconvert_age_to_years
Convert Age Strings with Years and Months to Numeric Yearsconvert_age_to_years_months
Format Likert Response Options as a Single Stringconvert_to_expresions
Recode Specified Values in Selected ColumnsCorrect_category
Detect Likert Response Options and Assign Scoresdetect_expression_Likert
Lower Triangular Format for a Correlation Matrixdiag_aba_na
Summary Statistics of an Age Columnedad_stat
Kruskal-Wallis Test with Epsilon Squaredepsilon_cuadrado_kruskal
Extract the Items of Each Factor from Text Linesextract_items
Omega Reliability of One FactorFiabilidad
Add the Sum Score of Each Factor to a Data Framegenerate_and_apply
Generate dplyr Code that Adds Factor Sum Scoresgenerate_code
Boxplots of Several Variablesgrafico_boxplots
Mardia's Test of Multivariate Normalitymardia_test
Q-Q Plot of Mahalanobis Distances with Mardia's CoefficientsMultivariate_plot
Shapiro-Wilk Normality Test for Several Variablesnormality_test_SW
Normalize Peruvian University Degree Namesnormalize_carreras
Normalize the Academic Term (Ciclo) to an Integernormalize_ciclo
Normalize the Length of a Relationship to Monthsnormalize_tiempo_relacion
Normalize Peruvian University Names to Their Acronymsnormalize_universidades
Detect and Score Several Blocks of Likert Itemsprocess_likert_blocks
Replace Likert Text Responses with Their Scoresremplace_alternative_response
Rename Columns by Positionrename_columns
Rename a Block of Item Columns with One Prefixrename_items_only
Rename a Block of Item Columns with Two Prefixesrename_items2
Rename a Block of Item Columns with Three Prefixesrename_items3
Mann-Whitney U Test with the Probability of Superiorityu_mann_whitney_superioridad
Catalog of Peruvian Universitiesuniversidades_peruanas
Unique Values of Several Columnsvalidation_categoria