Probability, Statistics & Queuing Theory Syllabus
Periods/week : 3 Periods & 1 Tut /week. Ses. : 30 Exam : 70 Examination (Practical): 3hrs. Credits: 4
Probability: Definitions of probability, Addition theorem, Conditional probability, Multiplication theorem, Bayes theorem of probability and Geometric probability.
Random variables and their properties, Discrete Random variable, Continuous Random variable, Probability Distribution joint probability distributions their properties, Transformation variables, Mathematical expectations, probability generating functions.
Probability Distributions / Discrete distributions: Binomial, Poisson Negative binominal distributions and their properties. (Definition, mean, variance, moment generating function., Additive properties, fitting of the distribution.)
Continuous distributions: Uniform, Normal, exponential distributions and their roperties.
Curve fitting using Principle of Least Squares.
Multivariate Analysis: Correlation, correlation coefficient, Rank correlation, Regression Analysis, Multiple Regression, Attributes, coefficient of Association, χ2 – test for goodness of fit, test for independence.
Sample, populations, statistic, parameter, Sampling distribution, standard error, unbiasedness, efficiency, Maximum likelihood estimator, notion & interval estimation.
Testing of Hypothesis: Formulation of Null hypothesis, critical region, level of significance, power of the test.
Small Sample Tests: Testing equality of .means, testing equality of variances, test of correlation coefficient, test for Regression Coefficient.
Large Sample tests: Tests based on normal distribution
Queuing theory: Queue description, characteristics of a queuing model, study state solutions of M/M/1: α Model, M/M/1 ; N Model.
Probability, Statistics and Random Processes by T.Veerarajan, Tata McGraw Hill
Probability & Statistics with Reliability, Queuing and Computer Applications by Kishor S. Trivedi , Prentice Hall of India ,1999http://www.stepinau.com/2013/09/21/probability-statistics-queuing-theory-syllabus/CSE 2.1 SyllabusIT 2.1 SyllabusCSE,CSE Syllabus,IT,IT Syllabus,Probability,Statistics & Queuing Theory Syllabus