Conservation About 74% of the residents in a town say that they are making an effort to conserve water or electricity. One hundred ten residents are randomly selected. What is the probability that the sample proportion making an effort to conserve water or electricity is greater than 80%? Interpret your result.
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
8. Sampling Distributions & Confidence Intervals: Proportion
Sampling Distribution of Sample Proportion
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A previous study found that of people preferred drinking Pepsi over Coca Cola. Use a normal distribution to approximate the probability that a random sample of people reveals people or more preferring Pepsi.
A
0.8
B
0.6
C
0
D
1

1
Identify the problem as a binomial distribution problem where n = 100 (sample size) and p = 0.8 (probability of preferring Pepsi).
Use the normal approximation to the binomial distribution. Calculate the mean (μ) and standard deviation (σ) of the distribution using the formulas: μ = np and σ = sqrt(np(1-p)).
Substitute the values into the formulas: μ = 100 * 0.8 and σ = sqrt(100 * 0.8 * 0.2).
Convert the binomial problem to a normal distribution problem by finding the z-score for 60 people preferring Pepsi using the formula: z = (X - μ) / σ, where X is the number of successes (60 in this case).
Use the standard normal distribution table or a calculator to find the probability corresponding to the calculated z-score. This will give the probability of 60 or more people preferring Pepsi.
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Sampling Distribution of Sample Proportion practice set
