What is the limit of $2^ncdot(1-exp(-a/2^n))$ for $a>0$
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I am trying to apply the Poisson limit theorem for a random variable that is
$operatornameBin(2^n,(1-exp(-a/2^n))$- distributed. This means I have to calculate $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))$ for some $a>0$ but have no idea how to do this.
The answer should be $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))=a$ but even knowing this I can't come up with a proof.
real-analysis probability limits
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up vote
0
down vote
favorite
I am trying to apply the Poisson limit theorem for a random variable that is
$operatornameBin(2^n,(1-exp(-a/2^n))$- distributed. This means I have to calculate $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))$ for some $a>0$ but have no idea how to do this.
The answer should be $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))=a$ but even knowing this I can't come up with a proof.
real-analysis probability limits
Please consider formatting your question with mathjax to make it easier for us to read. math.meta.stackexchange.com/questions/5020/…
– Jam
Aug 2 at 18:08
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up vote
0
down vote
favorite
up vote
0
down vote
favorite
I am trying to apply the Poisson limit theorem for a random variable that is
$operatornameBin(2^n,(1-exp(-a/2^n))$- distributed. This means I have to calculate $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))$ for some $a>0$ but have no idea how to do this.
The answer should be $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))=a$ but even knowing this I can't come up with a proof.
real-analysis probability limits
I am trying to apply the Poisson limit theorem for a random variable that is
$operatornameBin(2^n,(1-exp(-a/2^n))$- distributed. This means I have to calculate $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))$ for some $a>0$ but have no idea how to do this.
The answer should be $limlimits_n rightarrow infty$ $2^n(1-exp(-a/2^n))=a$ but even knowing this I can't come up with a proof.
real-analysis probability limits
edited Aug 2 at 18:27


Jam
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4,10111230
asked Aug 2 at 17:59
user577146
Please consider formatting your question with mathjax to make it easier for us to read. math.meta.stackexchange.com/questions/5020/…
– Jam
Aug 2 at 18:08
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Please consider formatting your question with mathjax to make it easier for us to read. math.meta.stackexchange.com/questions/5020/…
– Jam
Aug 2 at 18:08
Please consider formatting your question with mathjax to make it easier for us to read. math.meta.stackexchange.com/questions/5020/…
– Jam
Aug 2 at 18:08
Please consider formatting your question with mathjax to make it easier for us to read. math.meta.stackexchange.com/questions/5020/…
– Jam
Aug 2 at 18:08
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3 Answers
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accepted
Hint: Let $2^n=dfrac1t$ and use L'Hospital rule
$$lim_ntoinfty2^n(1-exp(-a/2^n))=lim_tto0dfrac1-e^-att=a$$
If $nto infty$ it does not follow that $tto 0$
– callculus
Aug 2 at 18:08
thanks. I did type it wrongly.
– user 108128
Aug 2 at 18:10
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Recall that as $x=frac a 2^nto 0$
$$e^x=1+x+o(x)$$
therefore
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=frac a xleft(1-1+x+o(x)right)=a+o(1)to a$$
or by standard limit as $t to 0 quad frace^t-1tto 1$
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=afrac1-e^-xx=afrac1e^xfrace^x-1xto acdot 1cdot 1=a$$
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up vote
3
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Without invoking L'Hospital, it is well-known that
$$1-mathrm e^usim_0 -u,quadtexthencequad1-mathrm e^-tfrac a2^nsim_ntoinftyfrac a2^n,$$
so that in the end
$$2^nBigl(1-mathrm e^-tfrac a2^nBigr)sim_ntoinfty2^nfrac a2^n=a.$$
add a comment |Â
3 Answers
3
active
oldest
votes
3 Answers
3
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
2
down vote
accepted
Hint: Let $2^n=dfrac1t$ and use L'Hospital rule
$$lim_ntoinfty2^n(1-exp(-a/2^n))=lim_tto0dfrac1-e^-att=a$$
If $nto infty$ it does not follow that $tto 0$
– callculus
Aug 2 at 18:08
thanks. I did type it wrongly.
– user 108128
Aug 2 at 18:10
add a comment |Â
up vote
2
down vote
accepted
Hint: Let $2^n=dfrac1t$ and use L'Hospital rule
$$lim_ntoinfty2^n(1-exp(-a/2^n))=lim_tto0dfrac1-e^-att=a$$
If $nto infty$ it does not follow that $tto 0$
– callculus
Aug 2 at 18:08
thanks. I did type it wrongly.
– user 108128
Aug 2 at 18:10
add a comment |Â
up vote
2
down vote
accepted
up vote
2
down vote
accepted
Hint: Let $2^n=dfrac1t$ and use L'Hospital rule
$$lim_ntoinfty2^n(1-exp(-a/2^n))=lim_tto0dfrac1-e^-att=a$$
Hint: Let $2^n=dfrac1t$ and use L'Hospital rule
$$lim_ntoinfty2^n(1-exp(-a/2^n))=lim_tto0dfrac1-e^-att=a$$
edited Aug 2 at 18:09
answered Aug 2 at 18:05
user 108128
18.8k41544
18.8k41544
If $nto infty$ it does not follow that $tto 0$
– callculus
Aug 2 at 18:08
thanks. I did type it wrongly.
– user 108128
Aug 2 at 18:10
add a comment |Â
If $nto infty$ it does not follow that $tto 0$
– callculus
Aug 2 at 18:08
thanks. I did type it wrongly.
– user 108128
Aug 2 at 18:10
If $nto infty$ it does not follow that $tto 0$
– callculus
Aug 2 at 18:08
If $nto infty$ it does not follow that $tto 0$
– callculus
Aug 2 at 18:08
thanks. I did type it wrongly.
– user 108128
Aug 2 at 18:10
thanks. I did type it wrongly.
– user 108128
Aug 2 at 18:10
add a comment |Â
up vote
4
down vote
Recall that as $x=frac a 2^nto 0$
$$e^x=1+x+o(x)$$
therefore
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=frac a xleft(1-1+x+o(x)right)=a+o(1)to a$$
or by standard limit as $t to 0 quad frace^t-1tto 1$
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=afrac1-e^-xx=afrac1e^xfrace^x-1xto acdot 1cdot 1=a$$
add a comment |Â
up vote
4
down vote
Recall that as $x=frac a 2^nto 0$
$$e^x=1+x+o(x)$$
therefore
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=frac a xleft(1-1+x+o(x)right)=a+o(1)to a$$
or by standard limit as $t to 0 quad frace^t-1tto 1$
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=afrac1-e^-xx=afrac1e^xfrace^x-1xto acdot 1cdot 1=a$$
add a comment |Â
up vote
4
down vote
up vote
4
down vote
Recall that as $x=frac a 2^nto 0$
$$e^x=1+x+o(x)$$
therefore
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=frac a xleft(1-1+x+o(x)right)=a+o(1)to a$$
or by standard limit as $t to 0 quad frace^t-1tto 1$
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=afrac1-e^-xx=afrac1e^xfrace^x-1xto acdot 1cdot 1=a$$
Recall that as $x=frac a 2^nto 0$
$$e^x=1+x+o(x)$$
therefore
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=frac a xleft(1-1+x+o(x)right)=a+o(1)to a$$
or by standard limit as $t to 0 quad frace^t-1tto 1$
$$2^nleft(1-e^-frac a 2^nright)=frac a xleft(1-e^-xright)=afrac1-e^-xx=afrac1e^xfrace^x-1xto acdot 1cdot 1=a$$
edited Aug 2 at 19:46
answered Aug 2 at 18:03
gimusi
63.8k73480
63.8k73480
add a comment |Â
add a comment |Â
up vote
3
down vote
Without invoking L'Hospital, it is well-known that
$$1-mathrm e^usim_0 -u,quadtexthencequad1-mathrm e^-tfrac a2^nsim_ntoinftyfrac a2^n,$$
so that in the end
$$2^nBigl(1-mathrm e^-tfrac a2^nBigr)sim_ntoinfty2^nfrac a2^n=a.$$
add a comment |Â
up vote
3
down vote
Without invoking L'Hospital, it is well-known that
$$1-mathrm e^usim_0 -u,quadtexthencequad1-mathrm e^-tfrac a2^nsim_ntoinftyfrac a2^n,$$
so that in the end
$$2^nBigl(1-mathrm e^-tfrac a2^nBigr)sim_ntoinfty2^nfrac a2^n=a.$$
add a comment |Â
up vote
3
down vote
up vote
3
down vote
Without invoking L'Hospital, it is well-known that
$$1-mathrm e^usim_0 -u,quadtexthencequad1-mathrm e^-tfrac a2^nsim_ntoinftyfrac a2^n,$$
so that in the end
$$2^nBigl(1-mathrm e^-tfrac a2^nBigr)sim_ntoinfty2^nfrac a2^n=a.$$
Without invoking L'Hospital, it is well-known that
$$1-mathrm e^usim_0 -u,quadtexthencequad1-mathrm e^-tfrac a2^nsim_ntoinftyfrac a2^n,$$
so that in the end
$$2^nBigl(1-mathrm e^-tfrac a2^nBigr)sim_ntoinfty2^nfrac a2^n=a.$$
answered Aug 2 at 18:26
Bernard
110k635102
110k635102
add a comment |Â
add a comment |Â
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Please consider formatting your question with mathjax to make it easier for us to read. math.meta.stackexchange.com/questions/5020/…
– Jam
Aug 2 at 18:08