p_value_calc

P value calculation function for models used in comparison_plot() function

Provides functions for simulating and estimating parameters of various growth models, including Logistic, Exponential, Theta-logistic, Von-Bertalanffy, and Gompertz models. The package supports both simulated and real data analysis, including parameter estimation, visualization, and calculation of global and local estimates. The methods are based on research described by Md Aktar Ul Karim and Amiya Ranjan Bhowmick (2022) in (<https://www.researchsquare.com/article/rs-2363586/v1>). An interactive web application is also available at [GPEMR Web App](<https://gpem-r.shinyapps.io/GPEM-R/>).

Ruqaiya Shaikh

GPEMR

Growth Parameter Estimation Method

Amiya Ranjan Bhowmick

Md Aktar Ul Karim

p_value_calc function

<dl><dt>data_path</dt>
<dd>The path to the data file.</dd>
<dt>window_size</dt>
<dd>The size of the window for analysis.</dd>
<dt>model</dt>
<dd>The model to be used for p-value calculation.</dd>
<dt>parameter</dt>
<dd>The parameters for the model.</dd>
<dt>p_val_method</dt>
<dd>The method to be used for p-value calculation ("Parametric" or "Non-Parametric").</dd>
<dt>repetition</dt>
<dd>The number of repetitions for the analysis.</dd></dl>

Arguments

P value calculation function for models used in comparison_plot() function — p_value_calc

<dl>

<dt>data_path</dt>
<dd>The path to the data file.</dd>


<dt>window_size</dt>
<dd>The size of the window for analysis.</dd>


<dt>model</dt>
<dd>The model to be used for p-value calculation.</dd>


<dt>parameter</dt>
<dd>The parameters for the model.</dd>


<dt>p_val_method</dt>
<dd>The method to be used for p-value calculation ("Parametric" or "Non-Parametric").</dd>


<dt>repetition</dt>
<dd>The number of repetitions for the analysis.</dd>

</dl>

p_value_calc: P value calculation function for models used in comparison_plot() function

Description

Usage

Value

Arguments