Subject Details
Dept     : AIML
Sem      : 4
Regul    : 2023
Faculty : Dr.S.Subhalakshmi
phone  : 9095968068
E-mail  : subha.s.math@snsct.org
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Lecture Notes

UNIT 1:
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Axioms of probability
pdf
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Conditional probability
pdf
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Total probability
pdf
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Baye’s theorem
pdf
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Discrete random variables
pdf
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Moments
pdf
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Moments
pdf
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Continuous random variables
pdf
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Baye’s theorem
UNIT 2:
pdf
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Binomial distribution
pdf
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Poisson distribution
pdf
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Exponential distributions
pdf
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Normal distributions
pdf
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Moment generating functions
pdf
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Binomial distribution
pdf
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Binomial distribution
pdf
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Poisson distribution
pdf
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Exponential distributions
pdf
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Normal distributions
UNIT 3:
pdf
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Joint distributions
pdf
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Marginal distributions
pdf
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Correlation
pdf
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Linear Regression
pdf
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Central limit theorem(Statement only)
pdf
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Joint distributions
pdf
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Joint distributions
pdf
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Marginal distributions
pdf
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Conditional distributions
pdf
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Conditional distributions
pdf
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Covariance
UNIT 4:
pdf
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Sampling distributions
pdf
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Statistical hypothesis
pdf
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Tests for single mean, Proportion & Difference of means (Large samples)
pdf
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Tests for single mean, Proportion & Difference of means (Small samples)
pdf
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Tests for single mean, Proportion & Difference of means (Small samples)
pdf
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Tests for single variance and equality of variance
pdf
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Tests for single variance and equality of variance
pdf
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Chi-square test for goodness of fit
pdf
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Chi-square test for goodness of fit
pdf
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Chi-square test - independence of attributes.
pdf
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Tests for single mean, Proportion & Difference of means (Large samples)
UNIT 5:
pdf
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Completely randomized design
pdf
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Completely randomized design
pdf
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Completely randomized design
pdf
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Randomized block design
pdf
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Randomized block design
pdf
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Latin square design
pdf
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Latin square design