Statistics:
- [[Measures of Central Tendency]]
- [[Measures of dispersion skewness]]
- kurtosis
Sample space:
- Events Definition of probability Addition and multiplication laws of probability Independence
- Conditional probability
- [[Baye’s Theorem]]
- simple problems.
Random Variables (Discrete and continuous)
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Distribution function Expected values & moments
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Moment generating function
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probability generating function
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Examples.
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Characteristic function Uniqueness and inversion theorems Cumulants Chebychev’s inequality - Simple problems.
Concepts of bivariate distribution
- multiple correlation coefficients
- Correlation Rank correlation coefficient
Concepts of partial and Regression
Method of Least squares for fitting Linear,
Quadratic and exponential curves
- simple problems.
Standard distributions
- [[Binomial Distribution]]
- [[Poission Distribution]]
- [[Normal Distribution]]
- [[Uniform distributions]]