A gym owner wants to know if the gym has similar numbers of members across different age groups. The table shows the distribution of ages for members from a random survey. Does this data set fit the criteria for a G.O.F. test?
Table of contents
- 1. Intro to Stats and Collecting Data55m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically1h 45m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables2h 33m
- 6. Normal Distribution and Continuous Random Variables1h 38m
- 7. Sampling Distributions & Confidence Intervals: Mean1h 53m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 12m
- 9. Hypothesis Testing for One Sample2h 19m
- 10. Hypothesis Testing for Two Samples3h 22m
- 11. Correlation1h 6m
- 12. Regression1h 4m
- 13. Chi-Square Tests & Goodness of Fit1h 20m
- 14. ANOVA1h 0m
13. Chi-Square Tests & Goodness of Fit
Goodness of Fit Test
Problem 10.1.6
Textbook Question
Finding Expected Frequencies
In Exercises 3–6, find the expected frequency for the values of n and pᵢ.
n=415, pᵢ=0.08

1
Identify the formula for calculating the expected frequency: Expected Frequency (E) = n × pᵢ, where n is the total number of observations and pᵢ is the probability of the specific category.
Substitute the given values into the formula. Here, n = 415 and pᵢ = 0.08.
Perform the multiplication: Multiply 415 by 0.08 to calculate the expected frequency.
Interpret the result: The expected frequency represents the number of occurrences you would expect in the specific category based on the given probability and total observations.
Ensure the result is reasonable: Verify that the expected frequency is a positive value and makes sense in the context of the problem.

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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Expected Frequency
Expected frequency is a statistical term that refers to the anticipated number of occurrences of an event in a given sample size, based on a specific probability. It is calculated by multiplying the total number of observations (n) by the probability of the event (pᵢ). In this case, with n=415 and pᵢ=0.08, the expected frequency can be found by calculating 415 * 0.08.
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Probability
Probability is a measure of the likelihood that a particular event will occur, expressed as a number between 0 and 1. A probability of 0 indicates that the event will not occur, while a probability of 1 indicates certainty. In the context of this question, pᵢ=0.08 signifies that there is an 8% chance of the event happening in any given trial.
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Sample Size
Sample size refers to the number of observations or data points collected in a study or experiment. It is crucial for determining the reliability and validity of statistical results. In this question, n=415 indicates that the analysis is based on 415 observations, which influences the calculation of expected frequencies and the overall statistical inference.
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