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Learning outcome (at course level) |
Learning and teaching strategies |
Assessment Strategies |
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Upon successful completion of this course, the student 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.
• Parametric Tests- t-test: One Sample, Independent Sample, Paired t test.
Analysis of variance
• 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.
ESSENTIAL READINGS
• Andy Field, Discovering Statistics Using IBM SPSS Statistics,Sage Publications
• Kiran Pandya, Smruti Bulsari, Sanjay Sinha, SPSS in Simple Steps, Dreamtech Press
• A. Rajathi & P. Chandran (2012), SPSS for You, MJP publishers.
• Lawrence M Mayers, Glenn C Gamst, A J Guarind, Performing Data Analysis Using SPSS, Wiley
SUGGESTED READINGS
· S. Ajai Gaur (2009), Statistical methods for practice & research: A guide to Data Analysis using SPSS, Sage Publishers.
· Seyed Reza Hashemian Rahaghi, Farnaz Abed Ashtiani, Basic of Statistics & SPSS, create space independent publishing platform.
· Keith Mc Cormick, Jesus Salcedo, Jon Peck, Andrew Wheeler, SPSS Statistics for Data Analysis and Visualization, Wiley
· James B Cunningham (2011), Using SPSS: An interactive hands- on Approach, Peacock publisher, 3rd Edition.
e-RESOURCES:
· http://ww1.shodhganga.com/ [3]
· https://shodhgangotri.inflibnet.ac.in/ [4]
· https://www.scopus.com/home.uri [5]
· http://www.e-book.com.au/freebooks.htm [6]
· https://www.doaj.org/ [7]
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-practical
[2] https://web.s.ebscohost.com/ehost/search/basic?vid=0&sid=0c7f189a-083f-49b2-8d14-1018e9b1d9a8%40redis
[3] http://ww1.shodhganga.com/
[4] https://shodhgangotri.inflibnet.ac.in/
[5] https://www.scopus.com/home.uri
[6] http://www.e-book.com.au/freebooks.htm
[7] https://www.doaj.org/
[8] https://accountingtaxation.iisuniv.ac.in/academic-year/2023-2024