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Let {?1,?2} be two error events and we are interested in P(?1∪?2), the probability of the...

Let {?1,?2} be two error events and we are interested in P(?1∪?2), the probability of the union of two events. Explain what the union (upper) bound is and state when t he equality of this upper bound holds.

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Answer #1

Boole’s inequality is used to find the upper bound of union of events:

If are n events then the upper bound of union of events is the sum of the probabilities of n events:

Given Information:

are two given error events.

The upper bound of union of two given error events is calculated using Boole’s inequality and is given by:

Hence, the upper bound of union of two given error events is .

If the two given error events are mutually exclusive then .

Using the addition rule of probability:

The equality of this upper bound holds when the two given error events are mutually exclusive.

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