compare_distributions

This function compares the distributions of a response variable across groups specified by group_var.
This function compares the distributions of a response variable across groups specified by group_var.

This presents a comprehensive set of tools for the analysis and visualization of drug formulation data. It includes functions for statistical analysis, regression modeling, hypothesis testing, and comparative analysis to assess the impact of formulation parameters on drug release and other critical attributes. Additionally, the package offers a variety of data visualization functions, such as scatterplots, histograms, and boxplots, to facilitate the interpretation of formulation data. With its focus on usability and efficiency, this package aims to streamline the drug formulation process and aid researchers in making informed decisions during formulation design and optimization.

Oche Ambrose George

FormulR

Comprehensive Tools for Drug Formulation Analysis and
Visualization

compare_distributions function

<dl><dt>formulation_data</dt>
<dd>A data frame containing formulation data.</dd>
<dt>group_var</dt>
<dd>The variable defining the groups for comparison.</dd>
<dt>response_var</dt>
<dd>The response variable to compare across groups.</dd></dl>

Arguments

Compare distributions across groups — compare_distributions

<dl>

<dt>formulation_data</dt>
<dd>A data frame containing formulation data.</dd>


<dt>group_var</dt>
<dd>The variable defining the groups for comparison.</dd>


<dt>response_var</dt>
<dd>The response variable to compare across groups.</dd>

</dl>

compare_distributions: Compare distributions across groups

Description

Usage

Value

Arguments