Subject Code: ID6L002 |
Name: Design and Analysis of Experiments |
L-T-P: 3-0-0 |
Credit: 3 |
Prerequisite: Preliminary knowledge of statistics |
Introduction to Designed Experiments: Strategy of experimentation, Typical applications, Basic principles and guidelines for designing experiments |
Text/Reference Books:
1. |
Design and Analysis of Experiments, D. C. Montgomery, John Wiley & Sons, Wiley Student Edition, International Student Version, 7th Edition, 2009 |
2. |
Experimental Design: From User Studies to Psychophysics, D. W. Cunningham and C. Wallraven, CRC Press, 2011 |
3. |
Design of Experiments: An Introduction Based on Linear Models, M. Morris, Chapman & Hall/CRC Texts in Statistical Science, First Edition, 2010 |
4. |
Experiments: Planning, Analysis, and Optimization C. F. J. Wu and M. S. Hamada, Wiley Series in Probability and Statistics, Wiley, 2009 |
5. |
Statistics for Experimenters: Design, Innovation, and Discovery, G. E. P. Box, J. S. Hunter, and W. G. Hunter, Wiley, 2nd Edition, 2005 |
6. |
Practical Guide to Designed Experiments: A Unified Approach, P. D. Funkenbusch, CRC Press, 2004 |
7. |
Statistical Design and Analysis of Experiments, with Applications to Engineering and Science, R. L. Mason, R. F. Gunst, and J. L. Hess, Wiley Interscience, Second Edition, 2003 |
8. |
Design and Analysis of Experiments A. M. Dean and D. Voss, Springer Texts in Statistics, Second Edition, 2001 |
9 10. |
The Theory of the Design of Experiments, D. R. Cox and N. Reid, Chapman and Hall/CRC, 2000 |