Expected Frequency (SQA National 5 Applications of Mathematics): Revision Note
Exam code: X844 75
Expected frequency
What is expected frequency?
Expected frequency refers to the number of times you would expect a particular outcome to occur
It is found by multiplying the probability by the number of trials
e.g. if you flip a fair coin 100 times, you would expect 0.5 × 100 = 50 heads
If the probability is given as a fraction, then find the fraction of the number of trials
What is relative frequency?
Relative frequency is an estimate of a probability using results from an experiment
The relative frequency of an event is found using the fraction
For example, consider flipping an unfair coin 50 times and it landing on heads 20 times
An estimate for the probability of the coin landing on heads is
That is the best estimate you can make, given the data you have
You do not know the actual probability
The more trials that are carried out, the more accurate relative frequency becomes
It gets closer and closer to the actual probability
How can I determine if a result is more or less than expected?
You might be given:
the probability of an event occurring
the number of trials
the actual number of times that the event occurred
There are two methods to determine if the actual number is more or less than expected
finding the expected frequency
finding the relative frequency
Finding the expected frequency
Find the expected frequency
Multiply the probability by the number of trials
Compare the expected frequency with the actual number of times that the event occurred
If the actual number is higher, then the result is more than expected
If the actual number is lower, then the result is less than expected
Finding the relative frequency
Find the relative frequency
Divide the actual number of times that the event occurred by the number of trials
Compare the relative frequency with the probability
If the relative frequency is higher, then the result is more than expected
If the relative frequency is lower, then the result is less than expected
Worked Example
In a video game, a player wins 3 stars each time they win at a mini-game.
The probability of a player winning at a mini-game is 0.65.
Ross played the mini-game 60 times and won 114 stars.
Determine if this is more or less than expected.
Answer:
Method 1 - Expected frequency
Multiply the probability by the number of mini-games to find the expected number of games won
Multiply by 3 to find the expected number of stars
Compare to the actual number of stars
Ross won fewer stars than expected
Method 2 - Relative frequency
Divide the number of stars won by the number of stars per win to find the number of games that Ross won
Divide by the total number of games played to find the relative frequency of Ross winning
Compare to the probability of winning
Ross won fewer stars than expected
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