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What is the Relationship Between Complementary Events and Total Probability?

Understanding Complementary Events in Probability

In probability, complementary events are two outcomes that make up all possible results of an experiment. This means if one event happens, the other one can’t happen. Knowing how these events work makes it easier to calculate probabilities.

What Are Complementary Events?

Let’s think about flipping a coin.

If we say event A is getting heads, then the complementary event, which we can call A', is getting tails.

These two events can’t happen at the same time, and together, they include all the possible results when flipping the coin.

Formula for Complementary Events

We can write the relationship between an event and its complement like this: P(A) + P(A') = 1

This means that if we know the chance of event A happening, we can easily find the chance of the complementary event A' by subtracting A's probability from 1.

Example

Let’s say there’s a 30% chance it will rain on a certain day, which we can write as P(Rain) = 0.3.

To find the chance that it will not rain, we can do the following calculation: P(No Rain) = 1 - P(Rain) = 1 - 0.3 = 0.7

So, there’s a 70% chance it will not rain.

Total Probability

Understanding complementary events helps us use the law of total probability. This law helps in situations with many possibilities, making sure we consider every outcome.

By keeping track of both events and their complements, we can make better predictions and decisions.

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What is the Relationship Between Complementary Events and Total Probability?

Understanding Complementary Events in Probability

In probability, complementary events are two outcomes that make up all possible results of an experiment. This means if one event happens, the other one can’t happen. Knowing how these events work makes it easier to calculate probabilities.

What Are Complementary Events?

Let’s think about flipping a coin.

If we say event A is getting heads, then the complementary event, which we can call A', is getting tails.

These two events can’t happen at the same time, and together, they include all the possible results when flipping the coin.

Formula for Complementary Events

We can write the relationship between an event and its complement like this: P(A) + P(A') = 1

This means that if we know the chance of event A happening, we can easily find the chance of the complementary event A' by subtracting A's probability from 1.

Example

Let’s say there’s a 30% chance it will rain on a certain day, which we can write as P(Rain) = 0.3.

To find the chance that it will not rain, we can do the following calculation: P(No Rain) = 1 - P(Rain) = 1 - 0.3 = 0.7

So, there’s a 70% chance it will not rain.

Total Probability

Understanding complementary events helps us use the law of total probability. This law helps in situations with many possibilities, making sure we consider every outcome.

By keeping track of both events and their complements, we can make better predictions and decisions.

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