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EQUALSTATS (version 0.5.0)

Algorithm Driven Statistical Analysis for Researchers without Coding Skills

Description

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).

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Version

Install

install.packages('EQUALSTATS')

Monthly Downloads

219

Version

0.5.0

License

GPL (>= 3)

Maintainer

Kurinchi Gurusamy

Last Published

September 23rd, 2024

Functions in EQUALSTATS (0.5.0)

function.Compare_Sample_Pop_Means

Compare the Sample Mean with Population Mean

function.Compare_Groups

Compare Differences Between Groups

function.Diagnostic_Accuracy_Primary

Calculate the Diagnostic accuracy using Primary Data

convert_to_user_interface

Converts the Compiled Questions to User Interface

compile_questions

Compiles Questions for User Interface

function.Correlation

Calculate the Correlation between Quantitative Variables

function.Sample_Size_Calculations_Effect_size

Perform Sample Size Calculations using Effect Size Approach

function.Survival_Analysis

Perform Survival Analysis

function.plan_upload_no_data

Upload a Plan to Rerun the Analysis without Data Upload

function.Regression_Analysis

Perform Regression Analysis

function.Multivariate_Regression

Perform Multivariate Regression

function.Make_Conclusions_Effect_size

Make Conclusions

function.Sample_Size_Calculations_Primary

Perform Sample Size Calculations from Primary Data

function.Mixed_Effects_Regression

Perform Mixed Effects Regression

function.Summary_Measures

Calculate Summary Measures

function.plan_upload

Upload a Plan to Rerun the Analysis

function.rbind_different_column_numbers

Combine Multiple Dataframes with Different Column Numbers

function.read_metadata

Change the Data Type and Reference Category

Rounds a Variable to the Nearest Pretty Number

text_to_evaluate_first_menu_selection

Converts the List Provided to Create User Interface

function.read_data

Read a CSV File and Classify Variable Type

function.submit_choices

Wrapper Function That Performs the Analysis and Generates the Standalone Codes

function.Generate_Hypothesis

Generate Research Hypothesis

function.Create_Plots

function.Diagnostic_Accuracy_Tables

Calculate the Diagnostic accuracy using Summary Data

function.Check_Distribution

Check the Distribution of Data