Subject Details
Dept     : CSE-IOT
Sem      : 4
Regul    : 2023
Faculty : R.Nivetha
phone  : 7305524252
E-mail  : nivetha.r.math@snsce.ac.in
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Lecture Notes

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