Let X1,..., Xn be a random sample from a N(0, ?2)

Chapter 4, Problem 9E

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QUESTION:

Let \(X_{1}, \ldots, X_{n}\) be a random sample from a \(N\left(0, \sigma^{2}\right)) population. Find the MLE of σ.

Equation transcription:

Text transcription:

X_{1}, \ldots, X_{n}

N\left(0, \sigma^{2}\right)

Questions & Answers

QUESTION:

Let \(X_{1}, \ldots, X_{n}\) be a random sample from a \(N\left(0, \sigma^{2}\right)) population. Find the MLE of σ.

Equation transcription:

Text transcription:

X_{1}, \ldots, X_{n}

N\left(0, \sigma^{2}\right)

ANSWER:

Answer:

Step 1 of 1:

Let X follows Normal distribution with Probability density function

                                                   f(x) =

The claim is to find the Maximum likelihood function (MLE) of .


The likelihood function is

L(x:) = (

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