Maxpro_Criterion

We have designed this package to address experimental scenarios involving multiple covariates. It focuses on construction of Optimal Covariate Designs (OCDs), checking space filling property of the developed design. The primary objective of the package is to generate OCDs using four methods viz., M array method, Juxtapose method, Orthogonal Integer Array and Hadamard method. The package also evaluates space filling properties of both the base design and OCDs using the MaxPro criterion, providing a meaningful basis for comparison. In addition, it includes tool to visualize the spread offered by the design points in the form of scatterplot, which help users to assess distribution and coverage of design points.

Ashutosh Dalal

SFOCDs

Space Filling Optimal Covariate Designs

Neethu RS

Cini Varghese

Mohd Harun

Anindita Datta

Maxpro_Criterion function

<dl><dt>design</dt>
<dd>Input a design in matrix format</dd></dl>

Arguments

Maxpro Criterion — Maxpro_Criterion

<dl>

<dt>design</dt>
<dd>Input a design in matrix format</dd>

</dl>

Maxpro Criterion

Maxpro_Criterion: Maxpro Criterion

Description

Usage

Value

Arguments

Examples