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JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY
II Year B.Tech. IT I-SemT P C
PROBABILITY AND STATISTICS
Probability: Sample space and events – Probability – The axioms of probability – Some
Elementary theorems - Conditional probability – Baye’s theorem.
Random variables – Discrete and continuous – Distribution – Distribution function. Distribution
Binomial and poison distributions Normal distribution – related properties.
Sampling distribution: Populations and samples - Sampling distributions of mean (known and unknown) proportions, sums and differences.
Estimation: Point estimation – interval estimation - Bayesian estimation.
Test of Hypothesis – Means– Hypothesis concerning one and two means– Type I and Type II errors. One tail, two-tail tests.
Tests of significance – Student’s t-test, F-test, test. Estimation of proportions.
Queuing Theory: Pure Birth and Death Process M/M/1 Model and Simple Problems.
Probability & Statistics, T. K. V. Iyengar, B. Krishna Gandhi and Others, S. Chand & Company.
A text book of Probability & Statistics, Shahnaz Bathul, V. G. S. Book Links.
Probability & Statistics, Arnold O. Allen, Academic Press.
Probability & Statistics for Engineers, Miller and John E. Freund, Prentice Hall of India.
Probability & Statistics, Mendan Hall, Beaver Thomson Publishers.
Probability & Statistics, D. K. Murugeson & P. Guru Swamy, Anuradha Publishers.