Lecture Notes || SNS Courseware

Subject Details

Dept : CST

Sem : 4

Regul : 2023

Faculty : R.Malathy

phone : 79404617203

E-mail : malathy.iqac@snsgroups.com

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Lecture Notes

UNIT 1:

Probability. Axioms of probability

Conditional probability,

Baye‘s theorem and problems

Tutorial 1

Discrete and continuous random variables

Moments – Moment generating functions

Binomial, Poisson Distribution

Tutorial 2

Geometric, Uniform Distribution

Exponential and Normal distributions.

Problems on distribution

Tutorial 3

UNIT 2:

Introduction and Application of Two Dimensional Random Variables

Joint distributions Discrete Random variables

Joint distributions continuous Random variables

Tutorial 1

Covariance

Correlation

Tutorial 2

Linear Regression

Transformation of random variable, Central limit theorem

Tutorial 3

Lecture Notes