4) What is the maximum likelihood estimator l for the Normal distribution, assuming o is known? The pdf is: (

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
3
4) What is the maximum likelihood estimator u for the Normal distribution, assuming
o is known? The pdf is:
f(x\µ,0) = (2no²)-1/2exp
(x– 4)²\
202
In addition, construct a function in RStudio that represents the log-likelihood
function, then use it with optim() in order to find the MLE from data generated using
the following code:
data <- rnorm(n=10000,mu=3,sd=4)
Transcribed Image Text:4) What is the maximum likelihood estimator u for the Normal distribution, assuming o is known? The pdf is: f(x\µ,0) = (2no²)-1/2exp (x– 4)²\ 202 In addition, construct a function in RStudio that represents the log-likelihood function, then use it with optim() in order to find the MLE from data generated using the following code: data <- rnorm(n=10000,mu=3,sd=4)
Expert Solution
steps

Step by step

Solved in 2 steps with 2 images

Blurred answer
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman