Is there a more general form of the conditional probability?Intuition behind throwing two dice and conditional probability in generalFor a 2-dimensional random vector, express the probability of being in a rectangle in terms of CDFHow to do a Proof by induction.If $X_1,X_2,…,X_n $ are independent random variables. Then $a_1X_1+b_1,a_2X2+b_2,…,a_nX_n+b_n$ are independent.PDF of the difference between two independent beta random variablesCaculate the probability of sum of normal distributionweighted sequence of arbitrary sequence of random variables can converge to zero almost surelyMaking a sequence of random variables converge almost surely to $0$Independence among random vectorsFind the conditional joint PMF of the random vector $(X_1,…,X_n)$ given $S_n=X_1+…+X_n=k$ where $X_i$~Bernoulli(p)Necessary and sufficient conditions on a trivariate probability distribution for being the probability distribution of $(X,Y,X-Y)$
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Is there a more general form of the conditional probability?
Intuition behind throwing two dice and conditional probability in generalFor a 2-dimensional random vector, express the probability of being in a rectangle in terms of CDFHow to do a Proof by induction.If $X_1,X_2,…,X_n $ are independent random variables. Then $a_1X_1+b_1,a_2X2+b_2,…,a_nX_n+b_n$ are independent.PDF of the difference between two independent beta random variablesCaculate the probability of sum of normal distributionweighted sequence of arbitrary sequence of random variables can converge to zero almost surelyMaking a sequence of random variables converge almost surely to $0$Independence among random vectorsFind the conditional joint PMF of the random vector $(X_1,…,X_n)$ given $S_n=X_1+…+X_n=k$ where $X_i$~Bernoulli(p)Necessary and sufficient conditions on a trivariate probability distribution for being the probability distribution of $(X,Y,X-Y)$
$begingroup$
Say you have $P(A_1, A_2, dots, A_n | B_1, B_2, dots, B_m)$. Is there a general way to break this down into combinations of $P(X|Y)$'s and $P(Z)$'s?
I understand that $P(X|Y) = fracP(X,Y)P(Y)$ and $P(X_1, dots, X_n) = P(X_1)P(X_2 | X_1)P(X_3 | X_2, X_1)dots P(X_n|X_n-1, dots, X_1)$, but I'm not sure if there's a way to reduce this using these formulas.
Does anyone have any ideas?
probability conditional-probability
$endgroup$
This question has an open bounty worth +50
reputation from Oliver G ending ending at 2019-03-20 23:28:04Z">in 5 days.
Looking for an answer drawing from credible and/or official sources.
add a comment |
$begingroup$
Say you have $P(A_1, A_2, dots, A_n | B_1, B_2, dots, B_m)$. Is there a general way to break this down into combinations of $P(X|Y)$'s and $P(Z)$'s?
I understand that $P(X|Y) = fracP(X,Y)P(Y)$ and $P(X_1, dots, X_n) = P(X_1)P(X_2 | X_1)P(X_3 | X_2, X_1)dots P(X_n|X_n-1, dots, X_1)$, but I'm not sure if there's a way to reduce this using these formulas.
Does anyone have any ideas?
probability conditional-probability
$endgroup$
This question has an open bounty worth +50
reputation from Oliver G ending ending at 2019-03-20 23:28:04Z">in 5 days.
Looking for an answer drawing from credible and/or official sources.
add a comment |
$begingroup$
Say you have $P(A_1, A_2, dots, A_n | B_1, B_2, dots, B_m)$. Is there a general way to break this down into combinations of $P(X|Y)$'s and $P(Z)$'s?
I understand that $P(X|Y) = fracP(X,Y)P(Y)$ and $P(X_1, dots, X_n) = P(X_1)P(X_2 | X_1)P(X_3 | X_2, X_1)dots P(X_n|X_n-1, dots, X_1)$, but I'm not sure if there's a way to reduce this using these formulas.
Does anyone have any ideas?
probability conditional-probability
$endgroup$
Say you have $P(A_1, A_2, dots, A_n | B_1, B_2, dots, B_m)$. Is there a general way to break this down into combinations of $P(X|Y)$'s and $P(Z)$'s?
I understand that $P(X|Y) = fracP(X,Y)P(Y)$ and $P(X_1, dots, X_n) = P(X_1)P(X_2 | X_1)P(X_3 | X_2, X_1)dots P(X_n|X_n-1, dots, X_1)$, but I'm not sure if there's a way to reduce this using these formulas.
Does anyone have any ideas?
probability conditional-probability
probability conditional-probability
asked Mar 11 at 19:05
Oliver GOliver G
1,4381632
1,4381632
This question has an open bounty worth +50
reputation from Oliver G ending ending at 2019-03-20 23:28:04Z">in 5 days.
Looking for an answer drawing from credible and/or official sources.
This question has an open bounty worth +50
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$begingroup$
Any probability of the form P(.|X) forms a probability law. They obey all the axioms.
So, $𝑃(𝐴_1,𝐴_2,…,𝐴_n|𝐵_1,𝐵_2,…,𝐵_𝑚) = P(A_1|𝐵_1,𝐵_2,…,𝐵_𝑚) . P(A_2 | 𝐵_1,𝐵_2,…,𝐵_𝑚,A_1) . P(A_3 | 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2) ... P(A_n| 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2 ... A_n)$
.
$endgroup$
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$begingroup$
Any probability of the form P(.|X) forms a probability law. They obey all the axioms.
So, $𝑃(𝐴_1,𝐴_2,…,𝐴_n|𝐵_1,𝐵_2,…,𝐵_𝑚) = P(A_1|𝐵_1,𝐵_2,…,𝐵_𝑚) . P(A_2 | 𝐵_1,𝐵_2,…,𝐵_𝑚,A_1) . P(A_3 | 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2) ... P(A_n| 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2 ... A_n)$
.
$endgroup$
add a comment |
$begingroup$
Any probability of the form P(.|X) forms a probability law. They obey all the axioms.
So, $𝑃(𝐴_1,𝐴_2,…,𝐴_n|𝐵_1,𝐵_2,…,𝐵_𝑚) = P(A_1|𝐵_1,𝐵_2,…,𝐵_𝑚) . P(A_2 | 𝐵_1,𝐵_2,…,𝐵_𝑚,A_1) . P(A_3 | 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2) ... P(A_n| 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2 ... A_n)$
.
$endgroup$
add a comment |
$begingroup$
Any probability of the form P(.|X) forms a probability law. They obey all the axioms.
So, $𝑃(𝐴_1,𝐴_2,…,𝐴_n|𝐵_1,𝐵_2,…,𝐵_𝑚) = P(A_1|𝐵_1,𝐵_2,…,𝐵_𝑚) . P(A_2 | 𝐵_1,𝐵_2,…,𝐵_𝑚,A_1) . P(A_3 | 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2) ... P(A_n| 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2 ... A_n)$
.
$endgroup$
Any probability of the form P(.|X) forms a probability law. They obey all the axioms.
So, $𝑃(𝐴_1,𝐴_2,…,𝐴_n|𝐵_1,𝐵_2,…,𝐵_𝑚) = P(A_1|𝐵_1,𝐵_2,…,𝐵_𝑚) . P(A_2 | 𝐵_1,𝐵_2,…,𝐵_𝑚,A_1) . P(A_3 | 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2) ... P(A_n| 𝐵_1,𝐵_2,…,𝐵_𝑚, A_1, A_2 ... A_n)$
.
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