DESIGNS AND ANALYSIS OF EXPERIMENTS

The current course is designed to initiate and train students in statistics option who are keen is acquiring skills in designs and analysis of experiment. This entire material for this course is extracted from Douglas C. Montgomery, Design and Analysis of Experiments, Eight edition, John Wiley & Sons, Inc; USA, 2013. At the end of this course, students are expected to be able to:

1. Design an experiment in various fields, including agriculture, health, pharmacology, clinical drug tests, industry, etc.
2. Conduct effectively the analysis of variance (ANOVA);
3. Replicate the experiment conducted for validation and robustness of results.

Computer labs shall be organized, and this will be done following the reference of John Lawson, Design and Analysis of Experiments with R, CRC Press, Taylor and Francis group, USA, Chapman and Hall Book, 2015.