Is there any relationship between efficiency and correlation coefficient?












0












$begingroup$


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 .










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$endgroup$












  • $begingroup$
    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
















0












$begingroup$


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 .










share|cite|improve this question









$endgroup$












  • $begingroup$
    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














0












0








0





$begingroup$


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 .










share|cite|improve this question









$endgroup$




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






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share|cite|improve this question











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asked Jan 11 at 10:40









Daman deepDaman deep

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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


















  • $begingroup$
    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










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