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Revision notes with simplified explanations to understand Expected Frequency quickly and effectively.
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Expected frequency is a concept in probability and statistics that predicts how often an event should occur based on theoretical probabilities. It is calculated using the formula:
Determine the Probability of the Event: Identify the likelihood of the event happening. This could be given as a fraction, decimal, or percentage.
Identify the Total Number of Trials: Determine how many times the experiment or observation will be conducted.
Apply the Formula: Multiply the probability of the event by the total number of trials to find the expected frequency.
Expected frequency is commonly used in hypothesis testing, such as in the chi-squared test, and helps compare actual experimental results with theoretical predictions.
Problem: A coin is tossed 100 times.
How many times would you expect it to land on heads?
Solution:
Answer: The expected frequency of getting heads is 50.
Problem: A six-sided die is rolled 120 times.
How many times would you expect to roll a 4?
Solution:
Answer: The expected frequency of rolling a 4 is 20.
Problem: In a survey, it's found that 30% of vehicles at an intersection run a red light. If 500 vehicles pass through the intersection, how many would you expect to run a red light?
Solution:
Answer: The expected frequency of vehicles running a red light is 150.
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