The course will enable the students to -
Course Outcomes (COs):
Course |
Learning outcome (at course level) |
Learning and teaching strategies |
Assessment Strategies |
|
Paper Code |
Paper Title |
|||
ATG / BSG / FSG 225 |
Statistics for Business Decisions (Practical) |
The students will be able to –
CO45:Perform common parametric and non-parametric tests CO46: Perform simple regressions and multivariate analysis. CO47: Interpret results produced by statistical software CO48:Define, formulate and solve problems in a systematic approach |
Approach in teaching: Interactive Lectures, Discussion, Tutorials, Reading assignments, Team teaching
Learning activities for the students: Field activities, Presentation, Giving tasks |
Quiz, test, assignments, viva-voce |
• Statistical Testing: Parametric vs. Non parametric, Logic, Confidence Intervals, Power of the test, Normal Curve,
• Normality Test, Homogeneity of variance, Bootstrapping
• Linear Correlation and Regression: Pearson Correlation, Spearman Correlation, Kendall Tau B, Scatter Plots, Partial correlation,
• Linear Regression,
• Logistic Regression
• t-test: One Sample, Independent Sample,
• Paired t test
• Analysis of variance: General linear Model, Key Terms, Uni-variate, Multivariate, Repeated Measures, Contrasts, Multiple pair wise comparisons, Main effects, conditional means
• Non Parametric Tests: Mann Whitney U test, Wilcoxon Signed ranks test, Kruskal Wallis Test, Friedman Test
• Chi square Test: Test of Independence, 2x2 Cross tabulation, Layered cross tab, Goodness of fit
• Advanced Analysis: Factor Analysis, Cluster Analysis, Reliability Analysis, Cronbach’s Alpha
1. James B Cunningham, Using SPSS: An interactive hands-on Approach, Peacock publisher.
2. Mervyn, SAS Data Analysis, Springer (SIE) Publishing House.
3. Venkat Reddy Konasani and Shailendra Kadre, Practical Business Analytics Using SAS: A Hands-on Guide, Dreamtech Press.
4. A. Rajathi& P. Chandran, SPSS for You, Mjp publishers.
5. Seyed Reza HashemianRahaghi, Farnaz Abed Ashtiani, Basic of Statistics & SPSS, create space independent publishing platform.
6. Robert H. Carver, Doing Data Analysis with SPSS version 18.0, Cengage publishers.
7. S. Ajai Gaur, Statistical methods for practice & research: A guide to Data Analysis using SPSS, Sage Publishers.