Kindly assist with the following question Consider the following DAG:L₁→A₁L2A2-YBased on whether Y conditionally independent of A1 given L1 or on whether conditionally independent ofA1 given A2 and L2, please simplify the decomposition of the joint distribution of (L1, A1, L2, A2, Y) byremoving all unnecessary variables from the conditional part:Pr(L₁) Pr(A₁ | L₁) Pr(L2 | L1, A₁) Pr(A2 | L1, A1, L2) Pr(Y | L1, A1, L2, A2).

DAG is given and the joint distribution of the the DAG is given below we have to remove the…

Consider the following DAG: L1 A₁ L2- A2- Y ased on whether Y conditionally independent of A1 given L1 or on whether conditionally independent of 1 given A2 and L2, please simplify the decomposition of the joint distribution of (L1, A1, L2, A2, Y) by emoving all unnecessary variables from the conditional part: Pr(L1) Pr(A1 | L1) Pr(L2 | L1, A1) Pr(A2 | L1, A1, L2) Pr(Y | L1, A1, L2, A2).

Consider the following DAG: L1 A₁ L2- A2- Y ased on whether Y conditionally independent of A1 given L1 or on whether conditionally independent of 1 given A2 and L2, please simplify the decomposition of the joint distribution of (L1, A1, L2, A2, Y) by emoving all unnecessary variables from the conditional part: Pr(L1) Pr(A1 | L1) Pr(L2 | L1, A1) Pr(A2 | L1, A1, L2) Pr(Y | L1, A1, L2, A2).

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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