Welcome to Mathnasium’s Math Tricks series. Today we are calculating the conditional probability of one event occurring, given that another has already occurred.
Two events are considered dependent if the occurrence of one event affects the probability of the other event. For example, if we draw a red marble from a bag of multicolored marbles and do not replace it, the probabilities of drawing different colored marbles change; so, drawing marbles of particular colors from a bag without replacing them are dependent events.
The probability of a dependent event, B, occurring given that another event, A, has already occurred is called a conditional probability, and is denoted as: P(B | A). Conditional probabilities can change based on some event that has already occurred.
Follow the example below to find the conditional probability.
Step 1: Identify the two dependent events.
The two dependent events are “drawing a quarter” and “drawing a quarter.”
We want to find the probability of drawing a quarter given that we have already drawn
one quarter from the jar:
P(quarter | quarter), or P(Q | Q).
Step 2: Find the probability of the first dependent event.
The probability of drawing a quarter is: P(Q) = 8⁄24 = 1⁄3.
Step 3: Find the conditional probability of the second event occurring, given that the first event occurred.
The probability of drawing a quarter, given that you already drew a quarter is:
P(Q | Q) = 7⁄23.
Answer: 7⁄23.
Now, with this strategy, you are ready to calculate conditional probabilities. Click here for more practice problems, then check your answers here.
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