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Assuming that A and B are independent events, prove that the events Ac and Bc are also independent.

Short Answer

Expert verified

Assuming that A and B are independent events, then events Ac and Bc are also independent.

Step by step solution

01

Given information

Events A and B are independent.

02

Computing the required probability

For two independent events A and B, the following relation holds:

\(\Pr \left( {A \cap B} \right) = \Pr \left( A \right) \cdot \Pr \left( B \right)\) - (1)

Thus, for eventsAc and Bc to be independent, the following relation must be satisfied:

\(\Pr \left( {{A^C} \cap {B^C}} \right) = \Pr \left( {{A^C}} \right) \cdot \Pr \left( {{B^C}} \right)\)

Now, proving the above relation as:

\(\begin{aligned}{c}\Pr \left( {{A^C} \cap {B^C}} \right) &= \Pr {\left( {A \cup B} \right)^C}\\ &= 1 - \Pr \left( {A \cup B} \right)\\ &= 1 - \left\{ {\Pr \left( A \right) + \Pr \left( B \right) - \Pr \left( {A \cap B} \right)} \right\}\\ &= 1 - \Pr \left( A \right) - \Pr \left( B \right) + \Pr \left( {A \cap B} \right)\end{aligned}\)

Using equation (1) in the above expression as

\(\begin{aligned}{c}\Pr \left( {{A^C} \cap {B^C}} \right) &= 1 - \Pr \left( A \right) - \Pr \left( B \right) + \Pr \left( A \right) \cdot \Pr \left( B \right)\\ &= \left\{ {1 - \Pr \left( A \right)} \right\} - \Pr \left( B \right)\left\{ {1 - \Pr \left( A \right)} \right\}\\ &= \left\{ {1 - \Pr \left( A \right)} \right\}\left\{ {1 - \Pr \left( B \right)} \right\}\\ &= \Pr \left( {{A^C}} \right) \cdot \Pr \left( {{B^C}} \right)\end{aligned}\)

It shows that eventsAc and Bc are also independent.

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Most popular questions from this chapter

Suppose that one card is to be selected from a deck of 20 cards that contains 10 red cards numbered from 1 to 10 and 10 blue cards numbered from 1 to 10. Let A be the event that a card with an even number is selected, let B be the event that a blue card is selected, and let C be the event that a card with a number less than 5 is selected. Describe the sample space S and describe each of the following events both in words and as subsets of S:

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e. \({{\bf{A}}^{\bf{c}}} \cap {{\bf{B}}^{\bf{c}}} \cap {{\bf{C}}^{\bf{c}}}\)

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