MaxDot

The function will give the scatter plot showing the spread offered by design points in the experimental space. The x axis of the plot represent treatments and y axis the position of treatments in each block. Different colors in the dot represent the blocks.

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

MaxDot function

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

Arguments

Treatment Position Vs Treatment Scatter Plot — MaxDot

<dl>

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

</dl>

MaxDot: Treatment Position Vs Treatment Scatter Plot

Description

Usage

Value

Arguments

Examples