JNTU Probability and Statistics Syllabus

JNTU Probability and Statistics Syllabus

 

JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY
HYDERABAD
II Year B.Tech. CSE – I Sem T P C
4+1* 0 4
PROBABILITY AND STATISTICS
UNIT-I
Probability: Sample space and events – Probability – The axioms of probability – Some Elementary theorems – Conditional probability – Baye’s theorem.

UNIT-II
Random variables – Discrete and continuous – Distribution – Distribution function. Distribution

UNIT-III
Binomial and poison distributions Normal distribution – related properties.

UNIT-IV
Sampling distribution: Populations and samples – Sampling distributions of mean (known and unknown) proportions, sums and differences.

UNIT-V
Estimation: Point estimation – interval estimation – Bayesian estimation.

UNIT-VI
Test of Hypothesis – Means– Hypothesis concerning one and two means– Type I and Type II errors. One tail, two-tail tests.
UNIT-VII
Tests of significance – Student’s t-test, F-test, test. Estimation of proportions.

UNIT-VIII
Queuing Theory: Pure Birth and Death Process M/M/1 Model and Simple Problems.

Text Books:
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.

References:
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.

Leave a Comment