A Design of Experiments Class

Author

Arvind Venkatadri

Published

January 31, 2022

Abstract
A Design of Experiments Class

Introduction

This is a brief description and analysis of a Design of Experiments module conducted as a part of the Order and Chaos course, in the Foundation Studies Program (FSP 2021-2022) at SMI, MAHE, Bangalore.

Context

A Short Term Memory(STM) Test was the investigative tool used to verify several Hypotheses that were documented on the subject of STM.

This article describes the statistical analysis that was done with the readings. In particular, Permutations Tests were used to verify the effect size for each of three parameters that were hypothesized.

For more information, please click on the icon above to look at the Lab document.

References

  1. Lawrance, A. J. 1996. “A Design of Experiments Workshop as an Introduction to Statistics.” American Statistician 50 (2): 156–58. doi:10.1080/00031305.1996.10474364.

  2. Ernst, Michael D. 2004. “Permutation Methods: A Basis for Exact Inference.” Statistical Science 19 (4): 676–85. doi:10.1214/088342304000000396.

  3. Pruim R, Kaplan DT, Horton NJ (2017). “The mosaic Package: Helping Students to ‘Think with Data’ Using R.” The R Journal, 9(1), 77–102. https://journal.r-project.org/archive/2017/RJ-2017-024/index.html.

Back to top