No history yet

Introduction to Probability

What is Probability?

Probability is a way to measure how likely something is to happen. We use it every day, whether we realize it or not. When you check the weather and see a 30% chance of rain, that's probability. It helps us make sense of an uncertain world.

Probability

noun

A number between 0 and 1 that represents the likelihood of an event occurring.

Think of probability as a scale from 0 to 1.

  • 0 means an event is impossible. The probability of a dog suddenly speaking perfect English is 0.
  • 1 means an event is certain. The probability that the sun will rise tomorrow is very, very close to 1.

Everything else falls somewhere in between. A probability of 0.5 means an event has a 50/50 chance of happening, just like flipping a coin.

Calculating Probability

To calculate the probability of a single event, we use a simple formula. But first, let's get some terms straight.

Event

noun

A specific outcome or set of outcomes you're interested in.

Outcome

noun

One possible result of an experiment or trial.

Sample Space

noun

The set of all possible outcomes.

With those terms in mind, here is the formula for probability:

P(Event)=Number of favorable outcomesTotal number of possible outcomesP(\text{Event}) = \frac{\text{Number of favorable outcomes}}{\text{Total number of possible outcomes}}

Let's use this formula with an example. What's the probability of rolling a 4 on a standard six-sided die?

  • The event is rolling a 4.
  • The number of favorable outcomes is 1 (because there's only one face with a 4).
  • The sample space is {1, 2, 3, 4, 5, 6}, so the total number of possible outcomes is 6.
P(rolling a 4)=16P(\text{rolling a 4}) = \frac{1}{6}

So, the probability is 1/6, which is about 0.167 or 16.7%. This means that if you roll the die many times, you would expect to get a 4 about one-sixth of the time.

Mutually Exclusive Events

Sometimes we want to know the probability of one of several things happening. For this, we need to understand the concept of mutually exclusive events.

Mutually Exclusive

adjective

Two or more events that cannot happen at the same time.

If you roll a die once, you can't get both a 2 and a 3. These events are mutually exclusive. However, rolling an even number and rolling a number greater than 3 are not mutually exclusive, because you could roll a 4 or a 6, which satisfies both conditions.

When events are mutually exclusive, calculating the probability that either one or the other occurs is simple: you just add their individual probabilities together. This is known as the Addition Rule.

P(A or B)=P(A)+P(B)P(A \text{ or } B) = P(A) + P(B)

Let's find the probability of rolling a 2 or a 3 on a single die roll.

First, we find the probability of each event separately:

  • P(rolling a 2)=1/6P(\text{rolling a 2}) = 1/6
  • P(rolling a 3)=1/6P(\text{rolling a 3}) = 1/6

Since these events are mutually exclusive, we can add their probabilities.

P(2 or 3)=P(2)+P(3)=16+16=26=13P(\text{2 or 3}) = P(2) + P(3) = \frac{1}{6} + \frac{1}{6} = \frac{2}{6} = \frac{1}{3}

The probability of rolling either a 2 or a 3 is 1/3. It's a fundamental idea that helps us solve more complex probability problems.

Quiz Questions 1/5

Probability is a measure of the likelihood of an event, expressed as a number between which two values?

Quiz Questions 2/5

A bag contains 5 red marbles, 3 blue marbles, and 2 green marbles. What is the probability of randomly drawing a blue marble from the bag?