Transitive Probability Constraints Take 2












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We know that $P(B|A)$ and $P(C|B)$ don't generally constraint $P(C|A)$. But do $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$ jointly constrain $P(C|A)$ and $P(neg A|neg C)$? In particular, let $t > frac{1}{2}$ be such that



$t leq$ $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$.



What does this tell us about $P(C|A)$ and $P(neg A|neg C)$? In particular, does it imply $P(C|A)$, $P(neg A|neg C)$ $leq 1 - t$ can't both hold?










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    We know that $P(B|A)$ and $P(C|B)$ don't generally constraint $P(C|A)$. But do $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$ jointly constrain $P(C|A)$ and $P(neg A|neg C)$? In particular, let $t > frac{1}{2}$ be such that



    $t leq$ $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$.



    What does this tell us about $P(C|A)$ and $P(neg A|neg C)$? In particular, does it imply $P(C|A)$, $P(neg A|neg C)$ $leq 1 - t$ can't both hold?










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      0







      We know that $P(B|A)$ and $P(C|B)$ don't generally constraint $P(C|A)$. But do $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$ jointly constrain $P(C|A)$ and $P(neg A|neg C)$? In particular, let $t > frac{1}{2}$ be such that



      $t leq$ $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$.



      What does this tell us about $P(C|A)$ and $P(neg A|neg C)$? In particular, does it imply $P(C|A)$, $P(neg A|neg C)$ $leq 1 - t$ can't both hold?










      share|cite|improve this question















      We know that $P(B|A)$ and $P(C|B)$ don't generally constraint $P(C|A)$. But do $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$ jointly constrain $P(C|A)$ and $P(neg A|neg C)$? In particular, let $t > frac{1}{2}$ be such that



      $t leq$ $P(B|A)$, $P(neg A|neg B)$, $P(C|B)$, $P(neg B|neg C)$.



      What does this tell us about $P(C|A)$ and $P(neg A|neg C)$? In particular, does it imply $P(C|A)$, $P(neg A|neg C)$ $leq 1 - t$ can't both hold?







      probability






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      edited Nov 30 at 15:52

























      asked Nov 30 at 14:31









      King Kong

      1507




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          (-----Answer to the old question-----)



          Consider the probability function $P$ that assigns the following probabilities to atomic events:
          $$P(neg A wedge B wedge C) = frac{2}{3}$$
          $$P(A wedge B wedge neg C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge neg C) = frac{1}{6}$$
          The other atomic events get null probability by the function $P$.



          With such assignment we have that $P(B|A)=1$, $P(C|B)=frac{8}{9}$, $P(neg A|neg B)=1$ and $P(neg B|neg C)=frac{2}{3}$. Note that $P(C|A)=0$ under the distribution $P$. Therefore, the implication you suggest does not hold (take $t=frac{2}{3}$, for example).






          share|cite|improve this answer























          • fantastic, thanks a lot. I now realise that the property i'm after is actually a little different. I want to know whether $t leq P(C|B), P(neg B|neg C), P(B|A), P(neg A|neg B)$ guarantees that $P(C|A)$, $P(neg A|neg C) leq 1 - t$ can't both hold. I'm editing the question to reflect this. My apologies for the mistake.
            – King Kong
            Nov 30 at 15:52













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          1 Answer
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          active

          oldest

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          active

          oldest

          votes









          1














          (-----Answer to the old question-----)



          Consider the probability function $P$ that assigns the following probabilities to atomic events:
          $$P(neg A wedge B wedge C) = frac{2}{3}$$
          $$P(A wedge B wedge neg C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge neg C) = frac{1}{6}$$
          The other atomic events get null probability by the function $P$.



          With such assignment we have that $P(B|A)=1$, $P(C|B)=frac{8}{9}$, $P(neg A|neg B)=1$ and $P(neg B|neg C)=frac{2}{3}$. Note that $P(C|A)=0$ under the distribution $P$. Therefore, the implication you suggest does not hold (take $t=frac{2}{3}$, for example).






          share|cite|improve this answer























          • fantastic, thanks a lot. I now realise that the property i'm after is actually a little different. I want to know whether $t leq P(C|B), P(neg B|neg C), P(B|A), P(neg A|neg B)$ guarantees that $P(C|A)$, $P(neg A|neg C) leq 1 - t$ can't both hold. I'm editing the question to reflect this. My apologies for the mistake.
            – King Kong
            Nov 30 at 15:52


















          1














          (-----Answer to the old question-----)



          Consider the probability function $P$ that assigns the following probabilities to atomic events:
          $$P(neg A wedge B wedge C) = frac{2}{3}$$
          $$P(A wedge B wedge neg C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge neg C) = frac{1}{6}$$
          The other atomic events get null probability by the function $P$.



          With such assignment we have that $P(B|A)=1$, $P(C|B)=frac{8}{9}$, $P(neg A|neg B)=1$ and $P(neg B|neg C)=frac{2}{3}$. Note that $P(C|A)=0$ under the distribution $P$. Therefore, the implication you suggest does not hold (take $t=frac{2}{3}$, for example).






          share|cite|improve this answer























          • fantastic, thanks a lot. I now realise that the property i'm after is actually a little different. I want to know whether $t leq P(C|B), P(neg B|neg C), P(B|A), P(neg A|neg B)$ guarantees that $P(C|A)$, $P(neg A|neg C) leq 1 - t$ can't both hold. I'm editing the question to reflect this. My apologies for the mistake.
            – King Kong
            Nov 30 at 15:52
















          1












          1








          1






          (-----Answer to the old question-----)



          Consider the probability function $P$ that assigns the following probabilities to atomic events:
          $$P(neg A wedge B wedge C) = frac{2}{3}$$
          $$P(A wedge B wedge neg C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge neg C) = frac{1}{6}$$
          The other atomic events get null probability by the function $P$.



          With such assignment we have that $P(B|A)=1$, $P(C|B)=frac{8}{9}$, $P(neg A|neg B)=1$ and $P(neg B|neg C)=frac{2}{3}$. Note that $P(C|A)=0$ under the distribution $P$. Therefore, the implication you suggest does not hold (take $t=frac{2}{3}$, for example).






          share|cite|improve this answer














          (-----Answer to the old question-----)



          Consider the probability function $P$ that assigns the following probabilities to atomic events:
          $$P(neg A wedge B wedge C) = frac{2}{3}$$
          $$P(A wedge B wedge neg C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge C) = frac{1}{12}$$
          $$P(neg A wedge neg B wedge neg C) = frac{1}{6}$$
          The other atomic events get null probability by the function $P$.



          With such assignment we have that $P(B|A)=1$, $P(C|B)=frac{8}{9}$, $P(neg A|neg B)=1$ and $P(neg B|neg C)=frac{2}{3}$. Note that $P(C|A)=0$ under the distribution $P$. Therefore, the implication you suggest does not hold (take $t=frac{2}{3}$, for example).







          share|cite|improve this answer














          share|cite|improve this answer



          share|cite|improve this answer








          edited Nov 30 at 15:56

























          answered Nov 30 at 15:24









          DavidPM

          16618




          16618












          • fantastic, thanks a lot. I now realise that the property i'm after is actually a little different. I want to know whether $t leq P(C|B), P(neg B|neg C), P(B|A), P(neg A|neg B)$ guarantees that $P(C|A)$, $P(neg A|neg C) leq 1 - t$ can't both hold. I'm editing the question to reflect this. My apologies for the mistake.
            – King Kong
            Nov 30 at 15:52




















          • fantastic, thanks a lot. I now realise that the property i'm after is actually a little different. I want to know whether $t leq P(C|B), P(neg B|neg C), P(B|A), P(neg A|neg B)$ guarantees that $P(C|A)$, $P(neg A|neg C) leq 1 - t$ can't both hold. I'm editing the question to reflect this. My apologies for the mistake.
            – King Kong
            Nov 30 at 15:52


















          fantastic, thanks a lot. I now realise that the property i'm after is actually a little different. I want to know whether $t leq P(C|B), P(neg B|neg C), P(B|A), P(neg A|neg B)$ guarantees that $P(C|A)$, $P(neg A|neg C) leq 1 - t$ can't both hold. I'm editing the question to reflect this. My apologies for the mistake.
          – King Kong
          Nov 30 at 15:52






          fantastic, thanks a lot. I now realise that the property i'm after is actually a little different. I want to know whether $t leq P(C|B), P(neg B|neg C), P(B|A), P(neg A|neg B)$ guarantees that $P(C|A)$, $P(neg A|neg C) leq 1 - t$ can't both hold. I'm editing the question to reflect this. My apologies for the mistake.
          – King Kong
          Nov 30 at 15:52




















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