AMT 378 2.0 Data Analysis and Preparation of reports

Course: AMT 378 2.0 Data Analysis and Preparation of reports (Compulsory)

Course content:

Introduction to data analysis, Introduction to statistical software, Data entry, Cleaning and exploring data, Summarization of data, Graphical representations, , Point and interval estimates, One sample tests(Testing normality, One sample t test, Binomial test, Runs test, Wilcoxon test), Two sample tests (Independent sample t test, paired t test, Chi square test for independence, Mann Whitney test), Tests for more than two samples(One-way ANOVA, Kruskal Wallis test, Two-way ANOVA, Friedman test), Correlation analysis, Regression analysis, Preparation of statistical reports.

Recommended Readings:

1. 1. Boes,D.C., Graybill,F.A., & Mood,A.M. (1974). Introduction to the Theory of Statistics. McGraw-Hill Publishing Company.
   2. Hoel,P.G. (1984). Introduction to Mathematical Statistics. John Wiley & Sons Incorporated.
   3. Craig,A.T., Hogg,R.V., & McKean,J.W. (2005). Introduction to Mathematical Statistics. Pearson.
   4. Montgomery,D.C., Peck,E.A., & Vining,G.G. (2001). Introduction to Linear Regression Analysis. Wiley.