DATABRICKS-CERTIFIED-PROFESSIONAL-DATA-SCIENTIST · Question #93
Suppose there are three events then which formula must always be equal to P(E1|E2,E3)?
The correct answer is B. P(E1,E2;E3)/P(E2,E3). This is an application of conditional probability: P(E1,E2)=P(E1|E2)P(E2). so P(E1|E2) = P(E1,E2,E3)/P(E2,E3) If the events are A and B respectively, this is said to be "the probability of A given B" It is commonly denoted by P(A|B): or sometimes PB(A). In case that both "A"…
Question
Suppose there are three events then which formula must always be equal to P(E1|E2,E3)?
Options
- AP(E1,E2,E3)P(E1)/P(E2:E3)
- BP(E1,E2;E3)/P(E2,E3)
- CP(E1,E2|E3)P(E2|E3)P(E3)
- DP(E1,E2|E3)P(E3)
- EP(E1,E2,E3)P(E2)P(E3)
How the community answered
(36 responses)- A17% (6)
- B72% (26)
- C3% (1)
- D6% (2)
- E3% (1)
Explanation
This is an application of conditional probability: P(E1,E2)=P(E1|E2)P(E2). so P(E1|E2) = P(E1,E2,E3)/P(E2,E3) If the events are A and B respectively, this is said to be "the probability of A given B" It is commonly denoted by P(A|B): or sometimes PB(A). In case that both "A" and "B" are categorical variables, conditional probability table is typically used to represent the conditional probability.
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