Is there any relationship between efficiency and correlation coefficient?
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Let $t_1$ be the most efficient estimator and $t_2$ be the less efficient estimator
with efficiency $e$ and let $r$ be correlation coefficient between the two estimator $t_1$ and $t_2$.Define relationship between $e$ and $r$.
So ofcourse $V(t_1)<V(t_2)$
Now I am not sure if $e=dfrac{V(t_1)}{V(t_2)}$ or $e=dfrac{V(t_2)}{V(t_1)}$ because in question it does not say relative efficiency with respect to $t_1$ or $t_2$.
I tried with both of them taking $e=dfrac{V(t_1)}{V(t_2)}$ for now
$r=dfrac{COV(t_1,t_2)}{sqrt{V(t_1)V(t_2)}}$
$ =dfrac{E(t_1t_2)-E(t_1)Et_2)}{{{eV(t_2)}}}$
I am not sure how to proceed now .
statistics statistical-inference estimation correlation
$endgroup$
add a comment |
$begingroup$
Let $t_1$ be the most efficient estimator and $t_2$ be the less efficient estimator
with efficiency $e$ and let $r$ be correlation coefficient between the two estimator $t_1$ and $t_2$.Define relationship between $e$ and $r$.
So ofcourse $V(t_1)<V(t_2)$
Now I am not sure if $e=dfrac{V(t_1)}{V(t_2)}$ or $e=dfrac{V(t_2)}{V(t_1)}$ because in question it does not say relative efficiency with respect to $t_1$ or $t_2$.
I tried with both of them taking $e=dfrac{V(t_1)}{V(t_2)}$ for now
$r=dfrac{COV(t_1,t_2)}{sqrt{V(t_1)V(t_2)}}$
$ =dfrac{E(t_1t_2)-E(t_1)Et_2)}{{{eV(t_2)}}}$
I am not sure how to proceed now .
statistics statistical-inference estimation correlation
$endgroup$
$begingroup$
There is a relation if you are looking at the class of unbiased estimators of some function of $theta$, your parameter of interest.
$endgroup$
– StubbornAtom
Jan 11 at 18:30
add a comment |
$begingroup$
Let $t_1$ be the most efficient estimator and $t_2$ be the less efficient estimator
with efficiency $e$ and let $r$ be correlation coefficient between the two estimator $t_1$ and $t_2$.Define relationship between $e$ and $r$.
So ofcourse $V(t_1)<V(t_2)$
Now I am not sure if $e=dfrac{V(t_1)}{V(t_2)}$ or $e=dfrac{V(t_2)}{V(t_1)}$ because in question it does not say relative efficiency with respect to $t_1$ or $t_2$.
I tried with both of them taking $e=dfrac{V(t_1)}{V(t_2)}$ for now
$r=dfrac{COV(t_1,t_2)}{sqrt{V(t_1)V(t_2)}}$
$ =dfrac{E(t_1t_2)-E(t_1)Et_2)}{{{eV(t_2)}}}$
I am not sure how to proceed now .
statistics statistical-inference estimation correlation
$endgroup$
Let $t_1$ be the most efficient estimator and $t_2$ be the less efficient estimator
with efficiency $e$ and let $r$ be correlation coefficient between the two estimator $t_1$ and $t_2$.Define relationship between $e$ and $r$.
So ofcourse $V(t_1)<V(t_2)$
Now I am not sure if $e=dfrac{V(t_1)}{V(t_2)}$ or $e=dfrac{V(t_2)}{V(t_1)}$ because in question it does not say relative efficiency with respect to $t_1$ or $t_2$.
I tried with both of them taking $e=dfrac{V(t_1)}{V(t_2)}$ for now
$r=dfrac{COV(t_1,t_2)}{sqrt{V(t_1)V(t_2)}}$
$ =dfrac{E(t_1t_2)-E(t_1)Et_2)}{{{eV(t_2)}}}$
I am not sure how to proceed now .
statistics statistical-inference estimation correlation
statistics statistical-inference estimation correlation
asked Jan 11 at 10:40
Daman deepDaman deep
746418
746418
$begingroup$
There is a relation if you are looking at the class of unbiased estimators of some function of $theta$, your parameter of interest.
$endgroup$
– StubbornAtom
Jan 11 at 18:30
add a comment |
$begingroup$
There is a relation if you are looking at the class of unbiased estimators of some function of $theta$, your parameter of interest.
$endgroup$
– StubbornAtom
Jan 11 at 18:30
$begingroup$
There is a relation if you are looking at the class of unbiased estimators of some function of $theta$, your parameter of interest.
$endgroup$
– StubbornAtom
Jan 11 at 18:30
$begingroup$
There is a relation if you are looking at the class of unbiased estimators of some function of $theta$, your parameter of interest.
$endgroup$
– StubbornAtom
Jan 11 at 18:30
add a comment |
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$begingroup$
There is a relation if you are looking at the class of unbiased estimators of some function of $theta$, your parameter of interest.
$endgroup$
– StubbornAtom
Jan 11 at 18:30