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Which equation justifies whether the events are dependent or independent?

A. P(A∩B)=P(A)⋅P(B)
B. P(A∩B)=P(A)+P(B)
C. P(A∣B)=P(A)
D. P(A∣B)=P(A∩B)

User Mishbah
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1 Answer

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Final answer:

The equation that justifies whether events A and B are independent is P(A AND B) = P(A)P(B). If this equation holds, then the events are independent; if not, they are dependent.

Step-by-step explanation:

To determine whether the events A and B are dependent or independent, we need to apply the correct probability rule. The multiplication rule for independent events tells us that if A and B are independent, then P(A AND B) = P(A)P(B). Therefore, the equation that justifies whether the events are independent is:

A. P(A∩B)=P(A)⋅P(B)

Furthermore, if the above equation holds true, then events A and B are independent. Otherwise, they are dependent. Let us also consider the other options provided in the question:

  • B. P(A∩B)=P(A)+P(B) - This equation would be true if events A and B are mutually exclusive, not independent.
  • C. P(A∧B)=P(A) - This expression is incorrect as it is written in a way that doesn't make sense in probability theory.
  • D. P(A∧B)=P(A∩B) - This equation is true but it doesn't relate to independence; instead, it follows from the definition of conditional probability.
User Osakr
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