7) Let X₁, X2,...Xn i.i.d random sample from U(0, 0). Consider two estimators of 6₁ = 2X₂ and 6₂ = (2+¹)X(n) 62 a) Show that both the estimators are unbiased for 0. b) Show that both the estimators are consistent for 9.
7) Let X₁, X2,...Xn i.i.d random sample from U(0, 0). Consider two estimators of 6₁ = 2X₂ and 6₂ = (2+¹)X(n) 62 a) Show that both the estimators are unbiased for 0. b) Show that both the estimators are consistent for 9.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Question
![7) Let X1, X2,...Xn i.i.d random sample from U(0, 0). Consider two estimators of
6₁ = 2X₂ and 6₂ = (2+¹)X(n)
62
n
a) Show that both the estimators are unbiased for 0.
b) Show that both the estimators are consistent for 9.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fd4239020-9c82-40de-adfb-0b4ca086f306%2F2228e7f5-a867-4b4b-a61e-493117f2d957%2Flmzxtoq_processed.jpeg&w=3840&q=75)
Transcribed Image Text:7) Let X1, X2,...Xn i.i.d random sample from U(0, 0). Consider two estimators of
6₁ = 2X₂ and 6₂ = (2+¹)X(n)
62
n
a) Show that both the estimators are unbiased for 0.
b) Show that both the estimators are consistent for 9.
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Step 1: To find the expected value of the mati mum order statistic we first find its cumulative (CDF)
VIEWStep 2: Now, since X1, X2 ... Xn are i.id random samples from V (0, θ), we have
VIEWStep 3: Final answer. Therefore,both of our estimators are unbiased as well as consistent for θ
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