VIKRAMA SIMHAPURI UNIVERSITY, NELLORE
SRI POTTI SRIRAMULU NELLORE DISTRICT, ANDHRAPRADESH
MASTER OF BUSINESS ADMINISTRATION (MBA)
107-DATA ANALYSIS METHODS
UNIT-I
Introduction – Data Collection – Classification and tabulation of data – Graphic presentation of data- Diagrammatic Presentation of data – Measures of central tendency – Measures of dispersion – Sampling and Sampling distributions – Sample size determination
UNIT-II
Probability – Definition – Addition and Multiplication theorems – Bayes theorem – Probability distributions: Binomial, poisson and Normal Distributions
UNIT-III
Estimation – Testing of hypothesis – Tests of Significance for small and large samples – Z-test – t-test – Chi-square test – ANOVA: one-way and two-way
UNIT-IV
Simple Linear Regression and Correlation, Multiple Regression – Time series analysis – Index Numbers – Non Parametric tests: Sign test, Median test, Wilcoxon test, Kolmogorov test, Exposure to SPSS
References:
1.David M.Levine,et al: Business Statistics, Pearson Education
2.U.K.Srivastava, et al: Quantitative Techniques for Managerial Decisions, Wiley Eastern Ltd.
3.Richard I.levin & David S.Rubin: Statistics for Management, Prentice hall of India
4.S.P.Gupta and M.P.Gupta: Business Statistics, Sultan Chand & Sons
5.Ya-lun Chou: Statistical Analysis with Business and Economic Applications, Rnehart and Winston.
6.S.Christian Albright, et al: Data Analysis and Decision Making, Thomson Asia.