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Quantitative methods for management

Module I

Matrices-arithmetical operations involving matrix Determinants inverse of a matrix. Solving simultaneous equations using matrix. Introduction to calculus –introduction to differentiation and integration application in business

Module II

Presentation of data -graphs and charts-frequency distribution Descriptive statistics Measures of central tendency -Measures of dispersion Measures of dispersion-Measures of position

Module III

Basic probability concepts-Marginal, joint and conditional probability-Addition and

Multiplication theorem and its Business applications

Module lV

 

Probability distributions-Binomial Poisson, Normal, Exponential distributions Business applications of the above. Concept of Sampling and sampling distributions

Module V

Correlation and Regression analysis.

Correlation- Different types of correlation- Coefficient of correlation -Karl Pearson’s correlation coefficient-Spearman’s rank correlation coefficient- Concurrent deviation method-Coefficient of Determination Regression analysis, Line of best fit, Least square method. Business application. Time series analysis –Different components of time series-simple problems only.

 
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