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What is Methods of Estimation in Statistics about?

This document discusses methods of estimation in statistics, including the method of moments and maximum likelihood estimation. The method of moments estimates parameters by setting sample moments equal to population moments. Maximum likelihood estimation selects parameter values that maximize the likelihood function, or the probability of obtaining the observed sample values. The document provides examples of applying these methods to distributions such as the normal, Poisson, and Bernoulli distributions.

Author

Shivam Sharma

Language

EN