Expected value. Problem with series.
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We have pawn on the infinite board. We roll a dice. When we roll six we can roll dice again. We move pawn as many times as we threw dots. Pawn move's What's the expected value of pawn moves in one turn ?
I figure out that expected value will be equal to :
$$ E(X)=frac16 cdot (1+2+3+4+5)+frac{1}{36} cdot (7+8+9+10+11) + frac{1}{216} cdot (13+14+15+16+17)+... $$
And i have some trouble to calculate above series.
probability dice
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add a comment |
$begingroup$
We have pawn on the infinite board. We roll a dice. When we roll six we can roll dice again. We move pawn as many times as we threw dots. Pawn move's What's the expected value of pawn moves in one turn ?
I figure out that expected value will be equal to :
$$ E(X)=frac16 cdot (1+2+3+4+5)+frac{1}{36} cdot (7+8+9+10+11) + frac{1}{216} cdot (13+14+15+16+17)+... $$
And i have some trouble to calculate above series.
probability dice
$endgroup$
add a comment |
$begingroup$
We have pawn on the infinite board. We roll a dice. When we roll six we can roll dice again. We move pawn as many times as we threw dots. Pawn move's What's the expected value of pawn moves in one turn ?
I figure out that expected value will be equal to :
$$ E(X)=frac16 cdot (1+2+3+4+5)+frac{1}{36} cdot (7+8+9+10+11) + frac{1}{216} cdot (13+14+15+16+17)+... $$
And i have some trouble to calculate above series.
probability dice
$endgroup$
We have pawn on the infinite board. We roll a dice. When we roll six we can roll dice again. We move pawn as many times as we threw dots. Pawn move's What's the expected value of pawn moves in one turn ?
I figure out that expected value will be equal to :
$$ E(X)=frac16 cdot (1+2+3+4+5)+frac{1}{36} cdot (7+8+9+10+11) + frac{1}{216} cdot (13+14+15+16+17)+... $$
And i have some trouble to calculate above series.
probability dice
probability dice
edited Jan 26 at 14:39
Lucian
asked Jan 26 at 13:55
LucianLucian
396
396
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2 Answers
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First note that $1+2+3+4+5 = 15$. So your series becomes:
begin{align*}
frac{1}{6}cdot 15 + frac{1}{6^2} cdot (6cdot 5+15)+ frac{1}{6^3}(12cdot 5+15)+cdots &= sum_{k=1}^infty frac{1}{6^k}(6cdot(k-1)cdot 5+15)\
&=30sum_{k=1}^infty frac{(k-1)}{6^k} + 15sum_{k=1}^inftyfrac{1}{6^k}\
&=5sum_{k=0}^infty frac{k}{6^k}+frac{15}{6}sum_{k=0}^infty frac{1}{6^k}.
end{align*}
The last term is just a geometric series. The sum of $frac{k}{6^k}$ can be found in the following way, assuming you know it converges. Let $S=sum_{k=0}^infty frac{k}{6^k}=0+frac{1}{6}frac{2}{6^2}+frac{3}{6^3}+cdots$. Then $frac{1}{6}S=0+frac{1}{6^2}+frac{2}{6^3}+frac{3}{6^4}+cdots$, so we have $S-frac{1}{6}S=frac{1}{6}+frac{1}{6^2}+frac{1}{6^3}+cdots = frac{1}{6}sum_{k=0}^infty frac{1}{6^k}.$
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I think you mean that 5+4+3+2+1=15.
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– Lucian
Jan 26 at 14:09
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Corrected, thank you.
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– kccu
Jan 26 at 14:10
add a comment |
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I assume that the pawn moves as many spaces as the value shown by the die? Then, let $E$ denote the answer. Considering the first toss we see that $$E=frac 16 times (1+2+3+4+5)+frac 16times (E+6)implies E=frac {21}5$$
Where we use the observation that, if you roll a $6$ you are back to the start, the pawn having moved $6$ spaces.
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Yes, thank you very much !
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– Lucian
Jan 26 at 14:07
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
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active
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votes
$begingroup$
First note that $1+2+3+4+5 = 15$. So your series becomes:
begin{align*}
frac{1}{6}cdot 15 + frac{1}{6^2} cdot (6cdot 5+15)+ frac{1}{6^3}(12cdot 5+15)+cdots &= sum_{k=1}^infty frac{1}{6^k}(6cdot(k-1)cdot 5+15)\
&=30sum_{k=1}^infty frac{(k-1)}{6^k} + 15sum_{k=1}^inftyfrac{1}{6^k}\
&=5sum_{k=0}^infty frac{k}{6^k}+frac{15}{6}sum_{k=0}^infty frac{1}{6^k}.
end{align*}
The last term is just a geometric series. The sum of $frac{k}{6^k}$ can be found in the following way, assuming you know it converges. Let $S=sum_{k=0}^infty frac{k}{6^k}=0+frac{1}{6}frac{2}{6^2}+frac{3}{6^3}+cdots$. Then $frac{1}{6}S=0+frac{1}{6^2}+frac{2}{6^3}+frac{3}{6^4}+cdots$, so we have $S-frac{1}{6}S=frac{1}{6}+frac{1}{6^2}+frac{1}{6^3}+cdots = frac{1}{6}sum_{k=0}^infty frac{1}{6^k}.$
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I think you mean that 5+4+3+2+1=15.
$endgroup$
– Lucian
Jan 26 at 14:09
$begingroup$
Corrected, thank you.
$endgroup$
– kccu
Jan 26 at 14:10
add a comment |
$begingroup$
First note that $1+2+3+4+5 = 15$. So your series becomes:
begin{align*}
frac{1}{6}cdot 15 + frac{1}{6^2} cdot (6cdot 5+15)+ frac{1}{6^3}(12cdot 5+15)+cdots &= sum_{k=1}^infty frac{1}{6^k}(6cdot(k-1)cdot 5+15)\
&=30sum_{k=1}^infty frac{(k-1)}{6^k} + 15sum_{k=1}^inftyfrac{1}{6^k}\
&=5sum_{k=0}^infty frac{k}{6^k}+frac{15}{6}sum_{k=0}^infty frac{1}{6^k}.
end{align*}
The last term is just a geometric series. The sum of $frac{k}{6^k}$ can be found in the following way, assuming you know it converges. Let $S=sum_{k=0}^infty frac{k}{6^k}=0+frac{1}{6}frac{2}{6^2}+frac{3}{6^3}+cdots$. Then $frac{1}{6}S=0+frac{1}{6^2}+frac{2}{6^3}+frac{3}{6^4}+cdots$, so we have $S-frac{1}{6}S=frac{1}{6}+frac{1}{6^2}+frac{1}{6^3}+cdots = frac{1}{6}sum_{k=0}^infty frac{1}{6^k}.$
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$begingroup$
I think you mean that 5+4+3+2+1=15.
$endgroup$
– Lucian
Jan 26 at 14:09
$begingroup$
Corrected, thank you.
$endgroup$
– kccu
Jan 26 at 14:10
add a comment |
$begingroup$
First note that $1+2+3+4+5 = 15$. So your series becomes:
begin{align*}
frac{1}{6}cdot 15 + frac{1}{6^2} cdot (6cdot 5+15)+ frac{1}{6^3}(12cdot 5+15)+cdots &= sum_{k=1}^infty frac{1}{6^k}(6cdot(k-1)cdot 5+15)\
&=30sum_{k=1}^infty frac{(k-1)}{6^k} + 15sum_{k=1}^inftyfrac{1}{6^k}\
&=5sum_{k=0}^infty frac{k}{6^k}+frac{15}{6}sum_{k=0}^infty frac{1}{6^k}.
end{align*}
The last term is just a geometric series. The sum of $frac{k}{6^k}$ can be found in the following way, assuming you know it converges. Let $S=sum_{k=0}^infty frac{k}{6^k}=0+frac{1}{6}frac{2}{6^2}+frac{3}{6^3}+cdots$. Then $frac{1}{6}S=0+frac{1}{6^2}+frac{2}{6^3}+frac{3}{6^4}+cdots$, so we have $S-frac{1}{6}S=frac{1}{6}+frac{1}{6^2}+frac{1}{6^3}+cdots = frac{1}{6}sum_{k=0}^infty frac{1}{6^k}.$
$endgroup$
First note that $1+2+3+4+5 = 15$. So your series becomes:
begin{align*}
frac{1}{6}cdot 15 + frac{1}{6^2} cdot (6cdot 5+15)+ frac{1}{6^3}(12cdot 5+15)+cdots &= sum_{k=1}^infty frac{1}{6^k}(6cdot(k-1)cdot 5+15)\
&=30sum_{k=1}^infty frac{(k-1)}{6^k} + 15sum_{k=1}^inftyfrac{1}{6^k}\
&=5sum_{k=0}^infty frac{k}{6^k}+frac{15}{6}sum_{k=0}^infty frac{1}{6^k}.
end{align*}
The last term is just a geometric series. The sum of $frac{k}{6^k}$ can be found in the following way, assuming you know it converges. Let $S=sum_{k=0}^infty frac{k}{6^k}=0+frac{1}{6}frac{2}{6^2}+frac{3}{6^3}+cdots$. Then $frac{1}{6}S=0+frac{1}{6^2}+frac{2}{6^3}+frac{3}{6^4}+cdots$, so we have $S-frac{1}{6}S=frac{1}{6}+frac{1}{6^2}+frac{1}{6^3}+cdots = frac{1}{6}sum_{k=0}^infty frac{1}{6^k}.$
edited Jan 26 at 14:10
answered Jan 26 at 14:08
kccukccu
10.6k11229
10.6k11229
$begingroup$
I think you mean that 5+4+3+2+1=15.
$endgroup$
– Lucian
Jan 26 at 14:09
$begingroup$
Corrected, thank you.
$endgroup$
– kccu
Jan 26 at 14:10
add a comment |
$begingroup$
I think you mean that 5+4+3+2+1=15.
$endgroup$
– Lucian
Jan 26 at 14:09
$begingroup$
Corrected, thank you.
$endgroup$
– kccu
Jan 26 at 14:10
$begingroup$
I think you mean that 5+4+3+2+1=15.
$endgroup$
– Lucian
Jan 26 at 14:09
$begingroup$
I think you mean that 5+4+3+2+1=15.
$endgroup$
– Lucian
Jan 26 at 14:09
$begingroup$
Corrected, thank you.
$endgroup$
– kccu
Jan 26 at 14:10
$begingroup$
Corrected, thank you.
$endgroup$
– kccu
Jan 26 at 14:10
add a comment |
$begingroup$
I assume that the pawn moves as many spaces as the value shown by the die? Then, let $E$ denote the answer. Considering the first toss we see that $$E=frac 16 times (1+2+3+4+5)+frac 16times (E+6)implies E=frac {21}5$$
Where we use the observation that, if you roll a $6$ you are back to the start, the pawn having moved $6$ spaces.
$endgroup$
$begingroup$
Yes, thank you very much !
$endgroup$
– Lucian
Jan 26 at 14:07
add a comment |
$begingroup$
I assume that the pawn moves as many spaces as the value shown by the die? Then, let $E$ denote the answer. Considering the first toss we see that $$E=frac 16 times (1+2+3+4+5)+frac 16times (E+6)implies E=frac {21}5$$
Where we use the observation that, if you roll a $6$ you are back to the start, the pawn having moved $6$ spaces.
$endgroup$
$begingroup$
Yes, thank you very much !
$endgroup$
– Lucian
Jan 26 at 14:07
add a comment |
$begingroup$
I assume that the pawn moves as many spaces as the value shown by the die? Then, let $E$ denote the answer. Considering the first toss we see that $$E=frac 16 times (1+2+3+4+5)+frac 16times (E+6)implies E=frac {21}5$$
Where we use the observation that, if you roll a $6$ you are back to the start, the pawn having moved $6$ spaces.
$endgroup$
I assume that the pawn moves as many spaces as the value shown by the die? Then, let $E$ denote the answer. Considering the first toss we see that $$E=frac 16 times (1+2+3+4+5)+frac 16times (E+6)implies E=frac {21}5$$
Where we use the observation that, if you roll a $6$ you are back to the start, the pawn having moved $6$ spaces.
answered Jan 26 at 14:03
lulululu
43.1k25080
43.1k25080
$begingroup$
Yes, thank you very much !
$endgroup$
– Lucian
Jan 26 at 14:07
add a comment |
$begingroup$
Yes, thank you very much !
$endgroup$
– Lucian
Jan 26 at 14:07
$begingroup$
Yes, thank you very much !
$endgroup$
– Lucian
Jan 26 at 14:07
$begingroup$
Yes, thank you very much !
$endgroup$
– Lucian
Jan 26 at 14:07
add a comment |
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