Approximations
Offered By: statisticsmatt via YouTube
Course Description
Overview
Syllabus
The Binomial Distribution as an approximation to the Hypergeometric Distribution.
The Poisson Distribution as an approximation to the Binomial Distribution.
Chi square approximation to an F Distribution.
Delta Method (univariate).
Normal Approximation to the t Distribution.
Fisher's Approximation to the square root of a chi-squared distribution.
(1/2) Using R and the Delta Method to Approximate the Distribution of a Function of the Sample Mean.
(2/2) Using R and the Delta Method to Approximate the Distribution of a Function of the Sample Mean.
Asymptotic C I for the Difference of 2 Independent Population Means.
Welch's Approximation to a Confidence Interval for 2 normal population means.
Exact C I for the difference of 2 independent normal population means.
1st 4 moments of the sample mean when x is a Bernoulli random variable.
Approximate Mean and Variance of a Function of the Sample Mean.
Multivariate Normal Distribution as an approximation to the Multinomial Distribution.
Normal Approximation to the Negative Binomial.
Method of Moments Estimation for a Beta Distribution (part 1).
Prove Pearson's Goodness of Fit Test Statistic limits to a Chi-sq Distribution.
Taught by
statisticsmatt
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