Distribution Fitting and Parameter Estimation using Method of Moments and Maximum Likelihood
Distribution Fitting and Parameter Estimation using Method of Moments and Maximum Likelihood
Given dataset perform the following:
Histogram for the data.
Fit one of the known distributions to the data.
Calculate method of moments estimate and ML estimate for the unknown parameter(s) of the selected distribution.
Use the bootstrap method to form approximate confidence intervals for the parameters, if applicable