Clarification of algebra in moment generating functionsI'm having trouble seeing how they go from step 1 to step 2Simple convolution problemprobability density of the maximum of samples from a normalized uniform distributionCharacterization of point process, given the number of pointsDiscrete random vector and their sumEquivalent condition for independence of discrete random variables (check my work)Simplification step in derivation of posterior pdf using Bayes' ruleFraction simplification numerator unclearFinding the probability that an inner product is positiveFinding a constant in probability function
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Clarification of algebra in moment generating functions
I'm having trouble seeing how they go from step 1 to step 2Simple convolution problemprobability density of the maximum of samples from a normalized uniform distributionCharacterization of point process, given the number of pointsDiscrete random vector and their sumEquivalent condition for independence of discrete random variables (check my work)Simplification step in derivation of posterior pdf using Bayes' ruleFraction simplification numerator unclearFinding the probability that an inner product is positiveFinding a constant in probability function
$begingroup$
Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
g(t)&=sum_j=1^nfrac1ne^tj\
&=frac1n(e^t+e^2t+cdots+e^nt)\
&=frace^t(e^nt-1)n(e^t-1) endalign*
I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?
probability algebra-precalculus
$endgroup$
add a comment |
$begingroup$
Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
g(t)&=sum_j=1^nfrac1ne^tj\
&=frac1n(e^t+e^2t+cdots+e^nt)\
&=frace^t(e^nt-1)n(e^t-1) endalign*
I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?
probability algebra-precalculus
$endgroup$
add a comment |
$begingroup$
Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
g(t)&=sum_j=1^nfrac1ne^tj\
&=frac1n(e^t+e^2t+cdots+e^nt)\
&=frace^t(e^nt-1)n(e^t-1) endalign*
I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?
probability algebra-precalculus
$endgroup$
Suppose $X$ has a range $1,2,dots n $ and $p_X(j)=1/n$ for $1leq j leq n$ (uniform distribution). Then beginalign*
g(t)&=sum_j=1^nfrac1ne^tj\
&=frac1n(e^t+e^2t+cdots+e^nt)\
&=frace^t(e^nt-1)n(e^t-1) endalign*
I don't understand how the algebra goes from step 2 to step 3 here. I understand factoring out an $e^t$, but how does the denominator come about. Is this polynomial division?
probability algebra-precalculus
probability algebra-precalculus
asked 31 mins ago
PeetriusPeetrius
350113
350113
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2 Answers
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$begingroup$
They are applying the formula for a finite geometric series,
$$ sum_k=0^n x^k = fracx^n+1-1x-1.$$
This formula can be derived in various ways, including some which involve polynomial division.
Here is one approach :
Let,
$$ S_n(x) = sum_k=0^n x^k ,$$
and note that,
$$ x S_n(x) = sum_k=0^n x^k+1 ,$$
$$ x S_n(x) = sum_k=1^n+1 x^k ,$$
$$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$
$$ x S_n(x) = S_n(x) + x^n+1-1 ,$$
$$ x S_n(x) - S_n(x) = x^n+1-1 ,$$
$$ (x-1) S_n(x) = x^n+1-1 ,$$
$$ S_n(x) = fracx^n+1-1x-1 ,$$
$endgroup$
add a comment |
$begingroup$
It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.
$endgroup$
add a comment |
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2 Answers
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2 Answers
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$begingroup$
They are applying the formula for a finite geometric series,
$$ sum_k=0^n x^k = fracx^n+1-1x-1.$$
This formula can be derived in various ways, including some which involve polynomial division.
Here is one approach :
Let,
$$ S_n(x) = sum_k=0^n x^k ,$$
and note that,
$$ x S_n(x) = sum_k=0^n x^k+1 ,$$
$$ x S_n(x) = sum_k=1^n+1 x^k ,$$
$$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$
$$ x S_n(x) = S_n(x) + x^n+1-1 ,$$
$$ x S_n(x) - S_n(x) = x^n+1-1 ,$$
$$ (x-1) S_n(x) = x^n+1-1 ,$$
$$ S_n(x) = fracx^n+1-1x-1 ,$$
$endgroup$
add a comment |
$begingroup$
They are applying the formula for a finite geometric series,
$$ sum_k=0^n x^k = fracx^n+1-1x-1.$$
This formula can be derived in various ways, including some which involve polynomial division.
Here is one approach :
Let,
$$ S_n(x) = sum_k=0^n x^k ,$$
and note that,
$$ x S_n(x) = sum_k=0^n x^k+1 ,$$
$$ x S_n(x) = sum_k=1^n+1 x^k ,$$
$$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$
$$ x S_n(x) = S_n(x) + x^n+1-1 ,$$
$$ x S_n(x) - S_n(x) = x^n+1-1 ,$$
$$ (x-1) S_n(x) = x^n+1-1 ,$$
$$ S_n(x) = fracx^n+1-1x-1 ,$$
$endgroup$
add a comment |
$begingroup$
They are applying the formula for a finite geometric series,
$$ sum_k=0^n x^k = fracx^n+1-1x-1.$$
This formula can be derived in various ways, including some which involve polynomial division.
Here is one approach :
Let,
$$ S_n(x) = sum_k=0^n x^k ,$$
and note that,
$$ x S_n(x) = sum_k=0^n x^k+1 ,$$
$$ x S_n(x) = sum_k=1^n+1 x^k ,$$
$$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$
$$ x S_n(x) = S_n(x) + x^n+1-1 ,$$
$$ x S_n(x) - S_n(x) = x^n+1-1 ,$$
$$ (x-1) S_n(x) = x^n+1-1 ,$$
$$ S_n(x) = fracx^n+1-1x-1 ,$$
$endgroup$
They are applying the formula for a finite geometric series,
$$ sum_k=0^n x^k = fracx^n+1-1x-1.$$
This formula can be derived in various ways, including some which involve polynomial division.
Here is one approach :
Let,
$$ S_n(x) = sum_k=0^n x^k ,$$
and note that,
$$ x S_n(x) = sum_k=0^n x^k+1 ,$$
$$ x S_n(x) = sum_k=1^n+1 x^k ,$$
$$ x S_n(x) = sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = 1+sum_k=1^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = sum_k=0^n x^k + x^n+1 ,$$
$$ 1+ x S_n(x) = S_n(x) + x^n+1 ,$$
$$ x S_n(x) = S_n(x) + x^n+1-1 ,$$
$$ x S_n(x) - S_n(x) = x^n+1-1 ,$$
$$ (x-1) S_n(x) = x^n+1-1 ,$$
$$ S_n(x) = fracx^n+1-1x-1 ,$$
answered 22 mins ago
SpencerSpencer
9,06722357
9,06722357
add a comment |
add a comment |
$begingroup$
It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.
$endgroup$
add a comment |
$begingroup$
It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.
$endgroup$
add a comment |
$begingroup$
It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.
$endgroup$
It's a geometric series: $1 + (e^t) + (e^t)^2+...+(e^t)^n-1$ with the sum given as a part of your expression.
answered 23 mins ago
dnqxtdnqxt
93025
93025
add a comment |
add a comment |
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