Package: EQUALSTATS 0.5.0

Kurinchi Gurusamy

EQUALSTATS: Algorithm Driven Statistical Analysis for Researchers without Coding Skills

Support functions for R-based 'EQUAL-STATS' software which automatically classifies the data and performs appropriate statistical tests. 'EQUAL-STATS' software is a shiny application with an user-friendly interface to perform complex statistical analysis. Gurusamy,K (2024)<doi:10.5281/zenodo.13354162>.

Authors:Kurinchi Gurusamy [aut, cre]

EQUALSTATS_0.5.0.tar.gz
EQUALSTATS_0.5.0.tar.gz(r-4.5-noble)EQUALSTATS_0.5.0.tar.gz(r-4.4-noble)
EQUALSTATS_0.5.0.tgz(r-4.4-emscripten)EQUALSTATS_0.5.0.tgz(r-4.3-emscripten)
EQUALSTATS.pdf |EQUALSTATS.html✨
EQUALSTATS/json (API)

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

Peer review:

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

1.30 score 354 downloads 26 exports 120 dependencies

Last updated 1 months agofrom:2f886fe11d. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 24 2024
R-4.5-linuxOKOct 24 2024

Exports:compile_questionsconvert_to_user_interfacefunction.Check_Distributionfunction.Compare_Groupsfunction.Compare_Sample_Pop_Meansfunction.Correlationfunction.Create_Plotsfunction.Diagnostic_Accuracy_Primaryfunction.Diagnostic_Accuracy_Tablesfunction.Generate_Hypothesisfunction.Make_Conclusions_Effect_sizefunction.Mixed_Effects_Regressionfunction.Multivariate_Regressionfunction.plan_uploadfunction.plan_upload_no_datafunction.rbind_different_column_numbersfunction.read_datafunction.read_metadatafunction.Regression_Analysisfunction.Sample_Size_Calculations_Effect_sizefunction.Sample_Size_Calculations_Primaryfunction.submit_choicesfunction.Summary_Measuresfunction.Survival_Analysisround_neartext_to_evaluate_first_menu_selection

Dependencies:askpassbackportsbase64encbdsmatrixbootbroombslibcachemcellrangerclassclicolorspacecommonmarkcowplotcoxmecpp11crayoncurldata.tableDescToolsdigestdplyre1071ExactexpmfansifarverfastmapFNNfontawesomefsgenericsggcorrplotggplot2ggsurvfitgldgluegtablehmshtmltoolshttpuvhttrinsightisobandjquerylibjsonlitekernlabKernSmoothkslabelinglaterlatticelifecyclelme4lmomlmtestmagrittrMASSMatrixmclogitmclustmemiscmemoisemgcvmimeminqamulticoolMuMInmunsellmvtnormnlmenloptrnnetnumDerivopensslordinalpatchworkpillarpkgconfigplyrpracmaprettyunitspROCprogresspromisesproxypurrrpwrR6rappdirsRColorBrewerRcppRcppEigenreadxlrematchreshape2rlangrootSolverstudioapisassscalesshinysourcetoolsstringistringrsurvivalsysThresholdROCtibbletidyrtidyselectucminfutf8vctrsviridisLitewithrxtableyamlzipzoo

Readme and manuals

Help Manual

Help pageTopics
Compiles Questions for User Interfacecompile_questions
Converts the Compiled Questions to User Interfaceconvert_to_user_interface
Check the Distribution of Datafunction.Check_Distribution
Compare Differences Between Groupsfunction.Compare_Groups
Compare the Sample Mean with Population Meanfunction.Compare_Sample_Pop_Means
Calculate the Correlation between Quantitative Variablesfunction.Correlation
Create Plotsfunction.Create_Plots
Calculate the Diagnostic accuracy using Primary Datafunction.Diagnostic_Accuracy_Primary
Calculate the Diagnostic accuracy using Summary Datafunction.Diagnostic_Accuracy_Tables
Generate Research Hypothesisfunction.Generate_Hypothesis
Make Conclusionsfunction.Make_Conclusions_Effect_size
Perform Mixed Effects Regressionfunction.Mixed_Effects_Regression
Perform Multivariate Regressionfunction.Multivariate_Regression
Upload a Plan to Rerun the Analysisfunction.plan_upload
Upload a Plan to Rerun the Analysis without Data Uploadfunction.plan_upload_no_data
Combine Multiple Dataframes with Different Column Numbersfunction.rbind_different_column_numbers
Read a CSV File and Classify Variable Typefunction.read_data
Change the Data Type and Reference Categoryfunction.read_metadata
Perform Regression Analysisfunction.Regression_Analysis
Perform Sample Size Calculations using Effect Size Approachfunction.Sample_Size_Calculations_Effect_size
Perform Sample Size Calculations from Primary Datafunction.Sample_Size_Calculations_Primary
Wrapper Function That Performs the Analysis and Generates the Standalone Codesfunction.submit_choices
Calculate Summary Measuresfunction.Summary_Measures
Perform Survival Analysisfunction.Survival_Analysis
Rounds a Variable to the Nearest Pretty Numberround_near
Converts the List Provided to Create User Interfacetext_to_evaluate_first_menu_selection