The chapter 4 comprise of descriptive analysis (mean, median, mode, standard deviation, variance), frequency distribution, cross tabulation, correlation, regression (simple, multiple, logistic), factor analysis, reliability analysis (Cronbach Alpha, Inter-rater Reliability), chi-square, cluster analysis, t-test, ANOVA, and MANOVA.
I can use AMOS software for the purpose of Structural Equation Modeling (SEM) and testing Confirmatory Factor Analysis (CFA). I can use path diagram of SEM to determine model fitness in terms of model fitness ratios. I can interpret various model fitness ratios i.e. CMIN, CMIN/df, GFI, NFI, RMSEA. Moreover, I can add description of results using important references for CFA and SEM. These references include Hooper, Coughlan, & Mullen (2008), Wheaton et al., (1977), Jöreskog & Sörbom (1984), Bagozzi & Yi, (1988), Browne and Cudeck (1993). I can also calculate reliability of measures used for data collection.
I can also describe data through charts (bar graph, histogram, scattered diagram) as well as run hypothesis testing, descriptions of all results.