Question

In: Statistics and Probability

Based on past data, it is known that about 20.5% of people smoke cigarettes. Suppose we...

  1. 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.
    1. 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?
    2. Using my original sample size of 100, what would be the 99% confidence interval for the population proportion?
    3. What are the null and alternative hypotheses?
    4. What is the critical value at 99% confidence?
    5. Calculate the test statistic (using the sample of 100).
    6. Find the p-value.
    7. What conclusion would be made here at the 99% confidence level?

Solutions

Expert Solution


Related Solutions

Based on past data, it is known that about 8.96% of people who go to the...
Based on past data, it is known that about 8.96% of people who go to the doctor end up testing positive for influenza. Suppose we take a sample of 100 doctor visits and find that 9.17% of people test positive for influenza. We want to see if there is evidence that the percentage of people who have influenza is increasing. If I wanted to control my margin of error and set it to 3% with 99% confidence, what sample size...
. Based on past data, it is believed that on Thanksgiving, 70% of people eat pumpkin...
. Based on past data, it is believed that on Thanksgiving, 70% of people eat pumpkin pie. Suppose we take a sample of 100 people and find that 75 of the people in that sample eat pumpkin pie on Thanksgiving. We want to see if there is evidence that the percentage of people who eat pumpkin pie on Thanksgiving is increasing. a. If I wanted to control my margin of error and set it to 3% with 99% confidence, what...
Suppose 31 pregnant women are sampled who smoke an average of 22 cigarettes per day with...
Suppose 31 pregnant women are sampled who smoke an average of 22 cigarettes per day with a variance of 144.00. a) What is the probability that the pregnant women will smoke an average of 20 cigarettes or more? probability = b) What is the probability that the pregnant women will smoke an average of 21 cigarettes or less? probability = c) What is the probability that the pregnant women will smoke an average of 18 to 24 cigarettes? probability =...
2. Based on past data, it is believed that on Thanksgiving, 70% of people eat pumpkin...
2. Based on past data, it is believed that on Thanksgiving, 70% of people eat pumpkin pie. Suppose we take a sample of 100 people and find that 75 of the people in that sample eat pumpkin pie on Thanksgiving. We want to see if there is evidence that the percentage of people who eat pumpkin pie on Thanksgiving is increasing. a. If I wanted to control my margin of error and set it to 3% with 99% confidence, what...
To find out if wealthier people are happier we collect data from 50 people about their...
To find out if wealthier people are happier we collect data from 50 people about their income and their overall happiness on a scale from 1 to 10. The correlation coefficient comes out to be -0.25. Given that r=0.025 which means this is a weak negative correlation. In terms of strength, we can conclude that the correlation between income and happiness is moderate. In terms of direction, there is a negative correlation between happiness and income.  If we increase the number...
We are interested in looking at ticket prices of MLB games. It is known from past...
We are interested in looking at ticket prices of MLB games. It is known from past information that the average price is $26.30, with a population standard deviation of $2.32. Suppose we take a sample of the last 5 years and find that the average ticket price is $29.94. We are interested in seeing if the average price of tickets has significantly increased. Use alpha=.10. Find the 90% confidence interval for ticket price. The null and alternative hypotheses are: What...
We are interested in looking at ticket prices of MLB games. It is known from past...
We are interested in looking at ticket prices of MLB games. It is known from past information that the average price is $26.30, with a population standard deviation of $2.32. Suppose we take a sample of the last 5 years and find that the average ticket price is $29.94. We are interested in seeing if the average price of tickets has significantly increased. Use alpha=.10. Find the 90% confidence interval for ticket price. The null and alternative hypotheses are: What...
We are interested in looking at ticket prices of MLB games. It is known from past...
We are interested in looking at ticket prices of MLB games. It is known from past information that the average price is $26.30, with a population standard deviation of $2.32. Suppose we take a sample of the last 5 years and find that the average ticket price is $29.94. We are interested in seeing if the average price of tickets has significantly increased. Use alpha=.10. Find the 90% confidence interval for ticket price. a. (28.6103, 31.2697) b. (28.2334, 31.6466) c....
Suppose we are interested in knowing the effect of average number of cigarettes smoked by women...
Suppose we are interested in knowing the effect of average number of cigarettes smoked by women during pregnancy on infant birth weight ( in ounces). Suppose OLS regression estimates for the intercept and the slope coefficient are given as 119.77 and -.514 respectively. Interpret  and
Imagine we sampled 9 people. The sample mean of cigarettes per week was 5. The sample...
Imagine we sampled 9 people. The sample mean of cigarettes per week was 5. The sample standard deviation was 2. What is the 99% confidence interval for the true mean of cigarettes per week? Show work.
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT