Instructional Video: Common Univariate Random Variables

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Miller, Mathematics & Statistics for Financial Risk Management, Distributions is a 56 minute instructional video analyzing the following concepts:

* Describe the key properties of the uniform distribution, Bernoulli distribution, Binomial distribution, the Poisson distribution, normal distribution, lognormal distribution, the Chi-squared distribution, Student’s t and F-distributions, and identify common occurrences of each distribution.
* Describe the central limit theorem and the implications it has when combining i.i.d. random variables.
* Describe the properties of independent and identically distributed (i.i.d.) random variables.
* Describe a mixture distribution and explain the creation and characteristics of mixture distributions.

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