Probability
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Experimental Probability

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Definition

Probability is a means to measure the likelihood of the occurrence of an event.  You can express probability as a real number, between 0 and 1 or as a percent.  The probability of an impossible event is 0 or 0%.  The probability of a certain event, which must happen, is 1 or 100%.

When you gather data by observing an event, you can calculate an experimental probability. In order to calculate experimental probability of an event use the following definition.

Example 1:
A student flipped a coin 50 times.  The coin landed on heads 28 times. Find the experimental probability of having the coin land on heads.

Simulations

Simulation is an effective tool for finding experimental probability when conducting an actual trial is difficult.  For example, if you are going to take a 6 question true-false quiz and want to know the experimental probability of guessing exactly 2 answers out of 6 correctly.  You can use simulation by flipping a coin.  If heads represents a correct answer, flip the coin 6 times.  Then, record the number of heads.  Repeat the simulation 100 times.  Divide the number of times you got 2 heads by 100.

Theoretical Probability

When you roll a die, the total possible outcomes are 1, 2, 3, 4, 5, and 6.  The set of all possible outcomes is known as the sample space.  To find a theoretical probability, find the ratio of outcomes.

Definition

In a sample space that has n equally likely outcomes and an event, A, occurs m of these outcomes, then the theoretical probability of event A is

Example 2:
You select a number at random from the sample space {1, 2, 3, 4, 5}.  Find the theoretical probability P(the number is prime).
Since 2, 3, and 5 are the only prime numbers in the sample space:

Example 3:
Real-World Connection
Brown is a dominant eye color for human beings.  If a father and a mother each carry a gene for brown eyes and a gene for blue eyes, what is the probability of their having a child with blue eyes?
Make a table.  Let B represent the dominant gene (brown eyes). Let b represent the recessive gene (blue eyes).

The theoretical probability that the child will be born with brown eyes is 25%, or one in four births.

Geometric Probability

Sometimes you can use areas to find theoretical probability.

 

Example 4:
A circular pool of radius 10 ft. is enclosed within a rectangular yard measuring 50 ft. by 100 ft.  If a ball from an adjacent golf course lands at a random point within the yard, what is the probability that the ball lands in the pool?

The probability that a golf ball will land in the pool is about 6.28%