Not Getting Anywhere

JeffM

Elite Member
Joined
Sep 14, 2012
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7,872
As everyone providing assistance here knows, I am neither a student in a class nor doing homework. This came up in a project I am working on, and I cannot figure out whether there is no answer or whether I am missing something obvious.

[math]P(X)= \text {a known positive value } a < 1;\\ P(Y) = \text {a known positive value } b < 1;\\ P(Z) = \text {a known positive value } c < 1;\\ P(Y \ | \ X) = 1;\\ P(Y \ | \ Z) = 1, \text { and}\\ P(Z \ | \ Y) = \text {a known positive value } d < 1.[/math]
The question is whether a, b, c, and d are sufficient to compute [imath]P(Z \ | \ X)[/imath], and if so how?

I cannot prove a, b, c, and d are sufficient nor that they are not. I am feeling like an idiot and keep going in circles.
 
As everyone providing assistance here knows, I am neither a student in a class nor doing homework. This came up in a project I am working on, and I cannot figure out whether there is no answer or whether I am missing something obvious.

[math]P(X)= \text {a known positive value } a < 1;\\ P(Y) = \text {a known positive value } b < 1;\\ P(Z) = \text {a known positive value } c < 1;\\ P(Y \ | \ X) = 1;\\ P(Y \ | \ Z) = 1, \text { and}\\ P(Z \ | \ Y) = \text {a known positive value } d < 1.[/math]
The question is whether a, b, c, and d are sufficient to compute [imath]P(Z \ | \ X)[/imath], and if so how?

I cannot prove a, b, c, and d are sufficient nor that they are not. I am feeling like an idiot and keep going in circles.
I believe the answer is no.

The circles I went in are Venn diagrams, starting with the subset relationship implied by the 1's (ignoring possible measure-zero effects). I also observed that d is redundant.

But I'm not willing to declare my answer as proved, because I've only thought about it informally with little pictures.
 
I agree with @Dr.Peterson. Treating [imath]X,Y,Z[/imath] as sets, we can show that [imath]X\subset Y[/imath] and [imath]Z\subset Y[/imath] (again, ignoring zero measure subsets). The question can now be reduced to whether the knowledge of [imath]P(Z|Y)[/imath] is enough to compute [imath]P(Y|Z)[/imath], which it is not in the general case.
It should be possible to construct a counterexample with a Venn diagram, but I feel too lazy for that.
 
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