Continuous Probability Distributions

This course introduces continuous random variables and probability distributions, using integration to calculate areas, probabilities, percentiles, means, and variances. It also covers uniform, normal, chi-square, t, and F distributions, including the normal approximation to the binomial distribution.

Syllabus

An Introduction to Continuous Probability Distributions.
Finding Probabilities and Percentiles for a Continuous Probability Distribution.
Deriving the Mean and Variance of a Continuous Probability Distribution.
An Introduction to the Continuous Uniform Distribution.
An Introduction to the Normal Distribution.
Standardizing Normally Distributed Random Variables (fast version).
The Normal Approximation to the Binomial Distribution.
An Introduction to the Chi-Square Distribution.
An Introduction to the F Distribution.