Educational videos of Probability and Statistics

Download/Source url :

http://www.youtube.com/watch?v=r1sLCDA-kNY&feature=player_embedded

By Prof. M. Chakraborty, Department of Electronics and Electrical Communication Engineering, I.I.T.,Kharagpur.


PROBABILITY AND STATISTICS SYLLABUS :

Source : http://jntuk.edu.in

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,c 2 test. Estimation of proportions.


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


Text Books:
1. Probability & Statistics, T. K. V. Iyengar, B. Krishna Gandhi and Others, S. Chand & Company.
2. A text book of Probability & Statistics, Shahnaz Bathul, V. G. S. Book Links.


References:
1. Probability & Statistics, Arnold O. Allen, Academic Press.
2. Probability & Statistics for Engineers, Miller and John E. Freund, Prentice Hall of India.
3. Probability & Statistics, Mendan Hall, Beaver Thomson Publishers.
4. Probability & Statistics, D. K. Murugeson & P. Guru Swamy, Anuradha Publishers.

5:47 AM