Let 01 (X) and 02(X) be two different and independent unbiased estimators of 0. Consider a number a E R. Let us now introduce an estimator given by a linear combination of the other two, namely Ôg(X) := aô, (X) + (1 – a)ê,(X). Select all correct statements. (Note that selection of incorrect options may attract small penalties.) Select one or more: O a. The mean of 03(X) is equal to 0. O b. The mean of 03 (X) is equal to að. O c. 03(X) is a biased estimator of 0. Od. Suppose that Var (ô,(X)) = can choose the constant a such that the mean squared error of 03(X) is 0(2n–1) n2 and Varo(@ (X)) = ; 202 Then we п-1 62(2n–1) equal to The mean squared error (MSE) of 03 (X) is always strictly larger than the MSE of the other two estimators O f. 03(X) is an unbiased estimator of 0.

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
choose correct options..hand written plz
Let 01 (X) and 02(X) be two different and independent unbiased estimators of 0.
Consider a number a E R. Let us now introduce an estimator given by a linear
combination of the other two, namely
Ôg(X) := aô, (X) + (1 – a)ê,(X).
Select all correct statements.
(Note that selection of incorrect options may attract small penalties.)
Select one or more:
O a. The mean of 03 (X) is equal to 0.
.
O b. The mean of 03 (X) is equal to að.
O c. 03(X) is a biased estimator of 0.
Od.
Suppose that Var (ô,(X)) =
can choose the constant a such that the mean squared error of 03(X) is
e2(2n–1)
n2
and Varo(@ (X)) = ;
202
Then we
п-1
62(2n–1)
equal to
The mean squared error (MSE) of 03 (X) is always strictly larger than the MSE
of the other two estimators
O f. 03(X) is an unbiased estimator of 0.
Transcribed Image Text:Let 01 (X) and 02(X) be two different and independent unbiased estimators of 0. Consider a number a E R. Let us now introduce an estimator given by a linear combination of the other two, namely Ôg(X) := aô, (X) + (1 – a)ê,(X). Select all correct statements. (Note that selection of incorrect options may attract small penalties.) Select one or more: O a. The mean of 03 (X) is equal to 0. . O b. The mean of 03 (X) is equal to að. O c. 03(X) is a biased estimator of 0. Od. Suppose that Var (ô,(X)) = can choose the constant a such that the mean squared error of 03(X) is e2(2n–1) n2 and Varo(@ (X)) = ; 202 Then we п-1 62(2n–1) equal to The mean squared error (MSE) of 03 (X) is always strictly larger than the MSE of the other two estimators O f. 03(X) is an unbiased estimator of 0.
Expert Solution
steps

Step by step

Solved in 2 steps with 1 images

Blurred answer
Similar questions
  • SEE MORE QUESTIONS
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