Normal Distribution Maximum Likelihood Estimators and Estimates MLE

In this video I cover the motivation and derivation of the Maximum Likelihood Estimation process for the Normal Distribution.

I discuss random sampling and proceed to derive the Maximum Likelihood Estimators and Estimates for the Normal Distribution.

#MLE
#Normal
#Statistics

0:00 Introduction and Motivation
2:35 Random Sampling Example
3:27 Estimating the mean and variance
3:50 Deriving the MLE
7:46 Log-Likelihood Function
9:06 Partial Derivatives
11:34 MLE of Population Mean
11:53 Deriving MLE of Variance
15:34 MLE of Population Variance

[BoerCommander]

0:00 Introduction and Motivation
2:35 Random Sampling Example
3:27 Estimating the mean and variance
3:50 Deriving the MLE
7:46 Log-Likelihood Function
9:06 Partial Derivatives
11:34 MLE of Population Mean
11:53 Deriving MLE of Variance
15:34 MLE of Population Variance