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Write the joint distribution of x1, x2, x3, x4, x5 and x6 as a product of chain conditional probabilities for the following network.

Updated: May 27, 2024


This question is based on Baye's Theorem. The joint distribution of x1, x2, x3, x4, x5 and x6 is represented by P(x1, x2, x3, x4, x5, x6).


P(x1, x2, x3, x4, x5, x6) = P(x1) × P(x2 | x1) × P (x3 | x1) × P(x4 | x3 | x2 | x1) × P(x5 | x3 | x2) × P(x6 | x5)


As we can see in join distribution, along with the element we must write its immediate parent as well.

3 comentarios


Invitado
27 may 2024

Thanks bhai❣️

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Invitado
27 may 2024

Why didnt we take X1 X2 X3 as parents of X4?

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Miembro desconocido
27 may 2024

thanks for the solution


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