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anna university multimedia technology |
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Re: anna university multimedia technology
The syllabus of M.E. (Master in Engineering) Multimedia Technology Program offered by Anna University, Chennai is as follows: MA7155 APPLIED PROBABILITY AND STATISTICS UNIT I ONE DIMENSIONAL RANDOM VARIABLES Random variables - Probability function – Moments – Moment generating functions and their properties – Binomial, Poisson, Geometric, Uniform, Exponential, Gamma and Normal distributions – Functions of a Random Variable UNIT II TWO DIMENSIONAL RANDOM VARIABLES Joint distributions – Marginal and Conditional distributions – Functions of two dimensional random variables – Regression Curve – Correlation UNIT III ESTIMATION THEORY Unbiased Estimators – Method of Moments – Maximum Likelihood Estimation - Curve fitting by Principle of least squares – Regression Lines UNIT IV TESTING OF HYPOTHESES Sampling distributions - Type I and Type II errors - Tests based on Normal, t, Chi-Square and F distributions for testing of mean, variance and proportions – Tests for Independence of attributes and Goodness of fit. UNIT V MULTIVARIATE ANALYSIS Random Vectors and Matrices - Mean vectors and Covariance matrices - Multivariate Normal density and its properties - Principal components Population principal components – Principal components from standardized variables. OUTCOME: The student will able to acquire the basic concepts of Probability and Statistical techniques for solving mathematical problems which will be useful in solving Engineering problems REFERENCES: 1. Jay L. Devore, “Probability and Statistics For Engineering and the Sciences”, Thomson and Duxbury, 2002. 2. Richard Johnson. ”Miller & Freund’s Probability and Statistics for Engineer”, Prentice Hall , Seventh Edition, 2007. 3. Richard A. Johnson and Dean W. Wichern, “Applied Multivariate Statistical Analysis”, Pearson Education, Asia, Fifth Edition, 2002. 4. Gupta S.C and Kapoor V.K. “Fundamentals of Mathematical Statistics”, Sultan an Sons, 2001. 5. Dallas E Johnson , “Applied Multivariate Methods for Data Analysis”, Thomson and Duxbury press,1998. Syllabus of M.E. Multimedia Technology Anna University, Chennai |
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