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Course Outcomes |
Learning and teaching strategies |
Assessment Strategies |
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On completion of this course, the students will be able to:
CO55: Examine the basic concept of common parametric and non-parametric tests. CO56: Appraise simple regressions and multivariate analysis. CO57: Organize and appraise the results produced by statistical software CO58: Formulate and solve problems in a systematic approach. CO59: Examine and Appraise different non parametric tests. CO60: Organize and evaluate various techniques of advanced analysis for research work. |
Interactive Lectures, Group Discussion, Tutorials, Reading assignments, Workshops and question preparation
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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 pairwise 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 Alpha
• James B Cunningham (2011), Using SPSS: An interactive hands- on Approach, Peacock publisher, 3rd Edition.
• A. Rajathi & P. Chandran (2012), SPSS for You, mjp publishers.
• Seyed Reza Hashemian Rahaghi, Farnaz Abed Ashtiani (2011), Basic of Statistics & SPSS, create space independent publishing platform.
SUGGESTED READINGS
• Robert H. Carver (2013), Doing Data Analysis with SPSS version 18.0, Cengage publishers, 5th edition.
• S. Ajai Gaur (2009), Statistical methods for practice & research: A guide to Data Analysis using SPSS, Sage Publishers, 2nd edition.
e-RESOURCES:
• https://repository.dinus.ac.id/docs/ajar/Kothari_-_Research_Methodology_... [2]
• https://www.researchreinforcement.com/ [3]
• https://web.s.ebscohost.com/ehost/search/basic?vid=0&sid=0c7f189a-083f-4... [4]
• http://ww1.shodhganga.com/ [5]
• https://shodhgangotri.inflibnet.ac.in/ [6]
• https://www.scopus.com/home.uri [7]
• http://www.e-book.com.au/freebooks.htm [8]
• https://www.doaj.org/ [9]
JOURNALS:
• Business Perspectives and Research
• FIIB Business Review
• Harvard Business Review
• IUP Journal of Accounting Research
• Jindal Journal of Business Research
• Nirma University Journal of Business & Management Studies
• Oorja
• The Chartered Accountant
• The ICFAI reader
• The Indian Journal of Commerce
• Vikalpa: Journal for Decision Makers
Links:
[1] https://accountingtaxation.iisuniv.ac.in/courses/subjects/statistics-business-decisions-2
[2] https://repository.dinus.ac.id/docs/ajar/Kothari_-_Research_Methodology_Methods_and_Techniques_-_2004.pdf
[3] https://www.researchreinforcement.com/
[4] https://web.s.ebscohost.com/ehost/search/basic?vid=0&sid=0c7f189a-083f-49b2-8d14-1018e9b1d9a8%40redis
[5] http://ww1.shodhganga.com/
[6] https://shodhgangotri.inflibnet.ac.in/
[7] https://www.scopus.com/home.uri
[8] http://www.e-book.com.au/freebooks.htm
[9] https://www.doaj.org/
[10] https://accountingtaxation.iisuniv.ac.in/academic-year/2022-2023