Based on past data, it is known that about 20.5% of people smoke cigarettes. Suppose we take a sample of 100 people currently and find that only 12% smoke cigarettes. We want to see if there is evidence that the percentage of people who smoke cigarettes is decreasing. a. IfI wanted to control my margin of error and set it to 3% with 99% confidence, what sample size would I need to take instead of the 100? b. Using my original sample size of 100, what would be the 99% confidence interval for the population proportion? c. What are the null and alternative hypotheses? d. What is the critical value at 99% confidence? e. Calculate the test statistic (using the sample of 100). f. Find the p-value. 8. What conclusion would be made here at the 99% confidence level?

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section: Chapter Questions
Problem 8SGR
Topic Video
Question

Please answer B-D and include FOUR decimal places!

### Problem 2: Hypothesis Testing for Smoking Rates

Based on past data, it is known that about 20.5% of people smoke cigarettes. Suppose we take a sample of 100 people currently and find that only 12% smoke cigarettes. We want to see if there is evidence that the percentage of people who smoke cigarettes is decreasing.

#### Questions:

a. **Sample Size for Margin of Error:**
   - If I wanted to control my margin of error and set it to 3% with 99% confidence, what sample size would I need to take instead of the 100?

b. **99% Confidence Interval:**
   - Using my original sample size of 100, what would be the 99% confidence interval for the population proportion?

c. **Hypotheses:**
   - What are the null and alternative hypotheses?

d. **Critical Value:**
   - What is the critical value at 99% confidence?

e. **Test Statistic:**
   - Calculate the test statistic (using the sample of 100).

f. **P-value:**
   - Find the p-value.

g. **Conclusion:**
   - What conclusion would be made here at the 99% confidence level?


This exercise involves understanding statistical concepts such as confidence intervals, hypothesis testing, and calculating test statistics and p-values based on sample data.
Transcribed Image Text:### Problem 2: Hypothesis Testing for Smoking Rates Based on past data, it is known that about 20.5% of people smoke cigarettes. Suppose we take a sample of 100 people currently and find that only 12% smoke cigarettes. We want to see if there is evidence that the percentage of people who smoke cigarettes is decreasing. #### Questions: a. **Sample Size for Margin of Error:** - If I wanted to control my margin of error and set it to 3% with 99% confidence, what sample size would I need to take instead of the 100? b. **99% Confidence Interval:** - Using my original sample size of 100, what would be the 99% confidence interval for the population proportion? c. **Hypotheses:** - What are the null and alternative hypotheses? d. **Critical Value:** - What is the critical value at 99% confidence? e. **Test Statistic:** - Calculate the test statistic (using the sample of 100). f. **P-value:** - Find the p-value. g. **Conclusion:** - What conclusion would be made here at the 99% confidence level? This exercise involves understanding statistical concepts such as confidence intervals, hypothesis testing, and calculating test statistics and p-values based on sample data.
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