A. Discuss Qualitative Analysis: Content Analysis and Descriptive Statistics. Give examples

B. Discuss Quantitative Analysis, Inferential Statistics,

C. Compare and contrast Descriptive Statistics and Inferential Statistics.

D. Differentiate Parametric tests and Non-parametric tests; Tests of Association( Correlation) from Tests of Differences.

E. Describe the different statistical tools used in testing differences: Chi-Square, Spearman's Correlation, Mann-Whitney test, Wilcoxon Signed Rank test, Kruskal -Wallis test, Pearson's correlation, simple linear regression, multiple regression, t-test, F-test, ANOVA, paired samples t-test, independent samples t-test.

F. Discuss the key factors that determine which statistical method or technique should be used. From previously conducted researches, get one example for each tool of analysis employed.