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Continuous random variables (Moments (Expected value, Standard deviation…
Continuous random variables
Notion of a random experiment
Representation
Cumulative distribution function
Probability density function
Moments
Expected value
Standard deviation and variance
Skewness and kurtosis
Expected values and variance of linear functions of random variables
Expected values and variances of sums of random variables
Bivariate (multivariate) distributions
Covariance and correlation
Independence
Marginal distributions
Conditional distributions
Conditional means and variances
Probability distributions of continuous random variables, examples
t distribution
Normal distribution