Subject Details
Dept     : CSE
Sem      : 4
Regul    : 2023
Faculty : Ms.Shila. D
phone  : NIL
E-mail  : kishoreshila@gmail.com
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Lecture Notes

UNIT 1:
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Probability. Axioms of probability
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Conditional probability, Baye‘s theorem and problems
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Discrete random variables
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Tutorial 1
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Continuous random variables
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Moments – Moment generating functions
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Binomial, Poisson Distribution
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Tutorial 2
pdf
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Geometric, Uniform Distribution
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Exponential and Normal distributions.
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Problems on distribution
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Tutorial 3
UNIT 2:
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Introduction and Application of Two Dimensional Random Variables
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Joint distributions Discrete Random variables
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Joint distributions continuous Random variables
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Tutorial 1
pdf
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Covariance
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Correlation
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Correlation
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Tutorial 2
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Linear Regression
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Linear Regression
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Transformation of random variable, Central limit theorem
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Tutorial 3
UNIT 3:
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Introduction and Application of Testing of hypothesis
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Large sample test based on Normal distribution for single mean
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Tutorial 1
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t -distribution for mean
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t -distribution for difference of means
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F - Distribution
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Tutorial 2
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F - Distribution
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Chi-square distribution for Goodness of fit
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Chi-square distribution for Independence of attributes
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Tutorial 3