• Statistical Testing: Parametric vs. Non parametric. • Parametric Tests- t-test: One Sample, Independent Sample, Paired t test.
• Assumptions of One Way ANOVA, Testing for differences in mean between the group, Measure of Association, Assumption of Two way ANOVA, Procedure for Testing Two Way ANOVA.
• 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.
• Regression: Assumptions, Linear Regression, Multiple Regression
• Advanced Analysis: Factor Analysis, Principal Component Method, Confirmatory Factor Analysis.
• James B Cunningham, Using SPSS: An interactive hands- on Approach, Peacock publisher. • A. Rajathi & P. Chandran, SPSS for You, mjp publishers. • Seyed Reza Hashemian Rahaghi, Farnaz Abed Ashtiani. Basic of Statistics & SPSS, create space independent publishing platform.
SUGGESTED READINGS
Note: Latest edition of the readings may be used.
e-RESOURCES
Links:
[1] https://business.iisuniv.ac.in/courses/subjects/statistics-business-decisions-5
[2] https://edge.sagepub.com/field5e/spss-video-tutorials
[3] https://www.lib.sfu.ca/find/research-tools/spss-resources
[4] https://business.iisuniv.ac.in/academic-year/2023-2024