MAXIMUM LIKELIHOOD ESTIMATION|ESTIMATOR | POISSON | EXPONENTIAL | NORMAL DISTRIBUTION|EASY EXPLAIN

Simple and easy explanation of maximum likelihood estimation.

Following examples are covered in the video
EXAMPLE 1: Find the maximum likelihood estimation of parameter 𝜽=𝝀, in exponential distribution.

EXAMPLE 2: Find the maximum likelihood estimation of parameter 𝜽=𝝀, in Poisson distribution.


EXAMPLE 3: For a simple random sample of n normal random variables, Find Maximum likelihood estimation of normal distribution.


Its an important topic in statistics (B.Sc. and M.sc., B.tech). Viewer will learn more about estimator, likelihood, maximum likelihood estimator. Maximum likelihood estimator of Exponential, Maximum likelihood estimator of Poisson, Maximum likelihood estimator of Normal distribution is explained in the current video.


POISSON DISTRIBUTION:



EXPONENTIAL DISTRIBUTION


NORMAL DISTRIBUTION


BINOMIAL DISTRIBUTION

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