Educational videos of Probability and Statistics - creativeworld9

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Sunday, April 3, 2011

# Educational videos of Probability and Statistics

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.
Educational videos of Probability and Statistics Reviewed by creativeworld9 on 5:47 AM Rating: 5 Download/Source url : http://www.youtube.com/watch?v=r1sLCDA-kNY&feature=player_embedded By Prof. M. Chakraborty, Departme...