Here you can download the free lecture Notes of Probability and Statistics Pdf Notes – PS Notes Pdf materials with multiple file links to download. Probability and Statistics Notes Pdf – PS Pdf Notes book starts with the topics Binomial and poison distributions & Normal distribution related properties. Sampling distributions Distribution – sampling distributions of means,Sample space and events Probability The axioms of probability
The Probability and Statistics Pdf Notes – PS Notes Pdf
According to R-13 PROBABILITY AND STATISTICS Notes
Probability and Statistics Book
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Probability and Statistics Notes Pdf – PS Pdf Notes
UNIT-I
Probability:
Sample space and events Probability The axioms of probability – Some Elementary theorems – Conditional probability Baye’s theorem. Random variables discrete and continuous.
UNIT-II :
distributions:
Binomial and poison distributions & Normal distribution related properties. Sampling distributions Distribution – sampling distributions of means ( σ known and unknown)
UNIT-III :
Test of Hypothesis I :
Tests of hypothesis point estimations interval estimations Bayesian estimation. Large samples, null hypothesis- alternate hypothesis type I, & type II errors- critical region confidential interval for mean testing of single variance. Difference between the mean.
UNIT-IV
Test of Hypothesis II:
confidential interval for the proportions. Tests of hypothesis for the proportions single and difference between the proportions.
UNIT-V
Small samples:
Confidence interval for the t-distribution- tests of hypothesis t distributions, F-distributions,(Χ 2) distribution. Test of hypothesis-;
Probability and Statistics Details
UNIT-VI
Correlation & regression:
coefficient of correlation- regression coefficient- the lines of regression the rank correlation.
UNIT-VII
Queuing Theory: Arrival theorem- Pure Birth and Death Process M/M/1 Model
UNIT-VIII
Stochastic Processes:
Introduction to stochastic processes- markov process classification of states- examples of markov chains, stochastic matrix , limiting probabilities.
Text Books:
- Probability & Statistics, D. K. Murugeson & P. Guru Swamy, Anuradha Publishers
- Probability & Statistics for engineers by g.s.s.bhima rao, scitech publications.
References:
- Probability & Statistics, T. K. V. Iyengar, B. Krishna Gandhi and Others S. Chand & Company.
- Probability & Statistics, by William mendenhall & others cengage pub.
- Higher engineering mathematics by b s grewal m khanna pub.
- Higher engineering mathematics by jain and iyengar , narasa publications
- A first course in probability & statistics by BLS Prakasa rao. World scientific.
- Probability & Statistics for Engineers, Miller and John E. Freund, Prentice Hall of India
Note :- These notes are according to the r09 Syllabus book of JNTUH.In R13 ,8-units of R09 syllabus are combined into 5-units in r13 syllabus.Click here to check all the JNTU Syllabus books
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