# Get Instant Help with Probability Problems & Examples of Independent Events

In this lesson, we will determine the probability of two events that are
independent of one another. Let's first discuss what the term
independent means in terms of probability.

## Independent Events

Two events, A and B, are **independent** if the outcome of A **does not affect** the outcome of B.

In many cases, you will see the term, **"With replacement**".

As we study a few probability problems, I will explain how "replacement" allows the events to be independent of each other.

Let's take a look at an example.

## Example 1 - Probability of Independent Events

Example 1 is pretty easy to comprehend because we are finding the
probability of two different events using two different tools. Let's
see what happens when we use one tool, like a jar of marbles.

## Example 2

A jar of marbles contains 4 blue marbles, 5 red marbles, 1 green marble, and 2 black marbles.

A marble is chosen at random from the jar. **After replacing it**, a second marble is chosen.

Find the probability for the following:

P(green and red)

P(blue and black)

Notice that the problem states that a marble is chosen and then **replaced**. Because the marble is replaced, the two
events are independent of each other.

When the second marble is chosen, the jar contains the same exact
marbles as it did for the first pick.

Therefore, we can classify these two events as independent events. This allows us to use our probability formula
of:

**P(A
and B) = P(A) • P(B)**

### Solution:

This method for calculating the probability of independent events
also works if you have more than 2 events occuring sequentially. Check
out the practice problem below.

Ok, now it's your turn to practice a probability problem that
involves independent events. Just remember to find the probability of
each independent event first, then multiply the results together.

## Practice Problem

You are given a standard deck of 52 cards. Three cards are chosen at random with replacement. What is the probability of choosing an ace, a spade, and a four?

## Solution

So, how did you do? Independent Events isn't too bad - now we'll take a look at dependent events.

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