Is $F(x)=frac1pitan^-1(x),-infty<x<infty$ a distribution function?
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Check whether $F(x)=frac1pitan^-1(x),-infty<x<infty$ is a distribution function?
What I attempted:- There are three conditions for a function $F(x)$ to be a distribution function.
beginequation
beginaligned
&(1)mboxIt should be non-decreasing\
&(2)mboxIt should be right continuous \
&(3)mbox$F(-infty)=0$ and $F(infty)=1$
endaligned
endequation
$(2)$ $tan^-1x$ is continuous over the real line.
$(1)$ $F'(x)=frac1pifrac11+x^2>0 quad forall xin R$
$(3)$ $F(infty)=lim_xto inftyfrac1pitan^-1x=frac1pitimes fracpi2=frac12not=1$. Am I correct?
Thus it couldn't be a distribution function.
probability-theory
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up vote
0
down vote
favorite
Check whether $F(x)=frac1pitan^-1(x),-infty<x<infty$ is a distribution function?
What I attempted:- There are three conditions for a function $F(x)$ to be a distribution function.
beginequation
beginaligned
&(1)mboxIt should be non-decreasing\
&(2)mboxIt should be right continuous \
&(3)mbox$F(-infty)=0$ and $F(infty)=1$
endaligned
endequation
$(2)$ $tan^-1x$ is continuous over the real line.
$(1)$ $F'(x)=frac1pifrac11+x^2>0 quad forall xin R$
$(3)$ $F(infty)=lim_xto inftyfrac1pitan^-1x=frac1pitimes fracpi2=frac12not=1$. Am I correct?
Thus it couldn't be a distribution function.
probability-theory
Sure you were not asked about $F(x)=frac12+frac1pitan^-1x$ instead?
â Did
Aug 12 at 15:18
Yes, the question was asked about that function only which I presented here. Of course, the function that you have revealed is a distribution function of the Cauchy Distribution.
â Bhargob
Aug 12 at 18:17
add a comment |Â
up vote
0
down vote
favorite
up vote
0
down vote
favorite
Check whether $F(x)=frac1pitan^-1(x),-infty<x<infty$ is a distribution function?
What I attempted:- There are three conditions for a function $F(x)$ to be a distribution function.
beginequation
beginaligned
&(1)mboxIt should be non-decreasing\
&(2)mboxIt should be right continuous \
&(3)mbox$F(-infty)=0$ and $F(infty)=1$
endaligned
endequation
$(2)$ $tan^-1x$ is continuous over the real line.
$(1)$ $F'(x)=frac1pifrac11+x^2>0 quad forall xin R$
$(3)$ $F(infty)=lim_xto inftyfrac1pitan^-1x=frac1pitimes fracpi2=frac12not=1$. Am I correct?
Thus it couldn't be a distribution function.
probability-theory
Check whether $F(x)=frac1pitan^-1(x),-infty<x<infty$ is a distribution function?
What I attempted:- There are three conditions for a function $F(x)$ to be a distribution function.
beginequation
beginaligned
&(1)mboxIt should be non-decreasing\
&(2)mboxIt should be right continuous \
&(3)mbox$F(-infty)=0$ and $F(infty)=1$
endaligned
endequation
$(2)$ $tan^-1x$ is continuous over the real line.
$(1)$ $F'(x)=frac1pifrac11+x^2>0 quad forall xin R$
$(3)$ $F(infty)=lim_xto inftyfrac1pitan^-1x=frac1pitimes fracpi2=frac12not=1$. Am I correct?
Thus it couldn't be a distribution function.
probability-theory
edited Aug 12 at 8:07
pointguard0
1,271821
1,271821
asked Aug 12 at 7:44
Bhargob
456214
456214
Sure you were not asked about $F(x)=frac12+frac1pitan^-1x$ instead?
â Did
Aug 12 at 15:18
Yes, the question was asked about that function only which I presented here. Of course, the function that you have revealed is a distribution function of the Cauchy Distribution.
â Bhargob
Aug 12 at 18:17
add a comment |Â
Sure you were not asked about $F(x)=frac12+frac1pitan^-1x$ instead?
â Did
Aug 12 at 15:18
Yes, the question was asked about that function only which I presented here. Of course, the function that you have revealed is a distribution function of the Cauchy Distribution.
â Bhargob
Aug 12 at 18:17
Sure you were not asked about $F(x)=frac12+frac1pitan^-1x$ instead?
â Did
Aug 12 at 15:18
Sure you were not asked about $F(x)=frac12+frac1pitan^-1x$ instead?
â Did
Aug 12 at 15:18
Yes, the question was asked about that function only which I presented here. Of course, the function that you have revealed is a distribution function of the Cauchy Distribution.
â Bhargob
Aug 12 at 18:17
Yes, the question was asked about that function only which I presented here. Of course, the function that you have revealed is a distribution function of the Cauchy Distribution.
â Bhargob
Aug 12 at 18:17
add a comment |Â
1 Answer
1
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2
down vote
accepted
Yes, you are right, it fails the condition that $F(infty)=1$, hence it can't be a CDF.
Also, $F$ takes negative values at negative $x$, for example, $F(-1)<0$.
add a comment |Â
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
2
down vote
accepted
Yes, you are right, it fails the condition that $F(infty)=1$, hence it can't be a CDF.
Also, $F$ takes negative values at negative $x$, for example, $F(-1)<0$.
add a comment |Â
up vote
2
down vote
accepted
Yes, you are right, it fails the condition that $F(infty)=1$, hence it can't be a CDF.
Also, $F$ takes negative values at negative $x$, for example, $F(-1)<0$.
add a comment |Â
up vote
2
down vote
accepted
up vote
2
down vote
accepted
Yes, you are right, it fails the condition that $F(infty)=1$, hence it can't be a CDF.
Also, $F$ takes negative values at negative $x$, for example, $F(-1)<0$.
Yes, you are right, it fails the condition that $F(infty)=1$, hence it can't be a CDF.
Also, $F$ takes negative values at negative $x$, for example, $F(-1)<0$.
answered Aug 12 at 7:53
Siong Thye Goh
78.7k134997
78.7k134997
add a comment |Â
add a comment |Â
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Sure you were not asked about $F(x)=frac12+frac1pitan^-1x$ instead?
â Did
Aug 12 at 15:18
Yes, the question was asked about that function only which I presented here. Of course, the function that you have revealed is a distribution function of the Cauchy Distribution.
â Bhargob
Aug 12 at 18:17