What are the method-of-moments estimators μ, õ² for the parameters µ, o² of a normal distribution N(μ, o²)? (Hint: no calculation is necessary.) (ii) Compute the method-of-moments estimates µ‚õ² of µ, o² for the following sample data ²: 7.4 8 8.1 7.1 5 7.3 6 7.6 7.5 5.4 6.2 5.2 6.6 8.4 5.6 10.1 6.8 8.3 9.8 7.7

A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
icon
Related questions
Question

Can you show me the answer to (i) and (ii)? Thank you so much for your help

(i) What are the method-of-moments estimators µ, õ² for the parameters µ, o² of a normal
distribution N(µ, o²)? (Hint: no calculation is necessary.)
(ii) Compute the method-of-moments estimates µ, õ² of µ, o² for the following sample
data ²:
7.4
8
8.1 7.1 6 7.6 7.5 5.4 6.2 5.2 6.6
5 7.3 7.7 8.4 5.6 10.1 6.8 8.3 9.8
(iii) Derive the method-of-moments estimators a, b for the parameters a, b of a uniform
distribution Uniform([a, b]). You may use the fact that the mean and variance of a
Uniform([a, b]) random variable X are given by
EX
=
a+b
;
2
Var X
=
(b − a)²
12
(iv) Compute the method-of-moments estimates a, b of a, b for the following sample data
7³.
-2.45 0.65 -0.35 -2.38 -1.26 0.58 -1.52 -1.33 -0.42
-1.39 0.01 -1.87 -0.67 -0.34 -0.33 -1.45 0.02
Transcribed Image Text:(i) What are the method-of-moments estimators µ, õ² for the parameters µ, o² of a normal distribution N(µ, o²)? (Hint: no calculation is necessary.) (ii) Compute the method-of-moments estimates µ, õ² of µ, o² for the following sample data ²: 7.4 8 8.1 7.1 6 7.6 7.5 5.4 6.2 5.2 6.6 5 7.3 7.7 8.4 5.6 10.1 6.8 8.3 9.8 (iii) Derive the method-of-moments estimators a, b for the parameters a, b of a uniform distribution Uniform([a, b]). You may use the fact that the mean and variance of a Uniform([a, b]) random variable X are given by EX = a+b ; 2 Var X = (b − a)² 12 (iv) Compute the method-of-moments estimates a, b of a, b for the following sample data 7³. -2.45 0.65 -0.35 -2.38 -1.26 0.58 -1.52 -1.33 -0.42 -1.39 0.01 -1.87 -0.67 -0.34 -0.33 -1.45 0.02
This exercise is about the method of moments. You only need to match the first two
moments.
Transcribed Image Text:This exercise is about the method of moments. You only need to match the first two moments.
Expert Solution
steps

Step by step

Solved in 3 steps

Blurred answer