Fundamentals of experimentation. Analysis of data from designed experiments. Non-parametric methods: Wilcoxon signed-rank test, Mann Whitney U test and Kruskal- Wallis test. Survey sampling and analysis. Data processing and analysis using MINITAB and SPSS.