Question

In: Statistics and Probability

1. Statistics at a certain college has been historically taught at two times: at 8 am...

1. Statistics at a certain college has been historically taught at two times: at 8 am and at 4 pm.

A random sample of 150 students that took the morning class results in a mean score of 81.2 points, with a standard deviation of 18 points, and a random sample of 150 students that took the afternoon class results in a mean score of 76.4 points and a standard deviation of 21 points. For this problem, assume that the sample sizes are large enough so that the sample standard deviations (S) are good approximations for the unknown population standard deviations (σ).

a. Compute a 95% confidence interval for the mean score for all students taking statistics at 8 am.

b. Compute a 95% confidence interval for the mean score for all students taking statistics at 4 pm.

c. Based on the confidence intervals, is there strong evidence to support the claim that the morning classes do better in statistics? Explain.

2. A poorly written research paper states a confidence interval for the mean reaction time to an experiment as 83.6 ± 11.515 seconds, but forgot to mention what the confidence level was. However, the paper did say that the population standard deviation is σ = 35, and the sample size was n = 25.

a. What was the confidence level used for the confidence interval stated in the paper? b. Using the same sample results, how could you lower the margin of error to below 10 seconds?

Solutions

Expert Solution

a)

Morning class result:

Given:

n = 150, = 81.2, S = 18, = 0.05

Degree of freedom =n-1 = 150-1 = 149

Critical value:

          ................Using t table

95% Confidence interval:

b)

Afternoon class result:

Given:

n = 150, = 76.4, S = 21, = 0.05

Critical value:

          ................Using t table

95% Confidence interval:

C)

Interval for population mean in morning classes are larger than afternoon classes.

So, There is strong evidence to support the claim that the morning classes do better in statistics


Related Solutions

When an introductory statistics course has been taught live, the average final numerical grade has historically...
When an introductory statistics course has been taught live, the average final numerical grade has historically been 71.6% with a standard deviation of 8.8%. Forty students were selected at random to take a new online version of the same course, and the average final numerical grade for these students was found to be 69.2%. Assume that the grades for the online students are normally distributed and that the population standard deviation is still 8.8%. In parts (a) and (b), use...
​Historically, the percentage of residents of a certain country who support laws has been 52​%. A...
​Historically, the percentage of residents of a certain country who support laws has been 52​%. A recent poll of 987 people showed 531 in favor of laws. Assume the poll was given to a random sample of people. Test the claim that the proportion of those favoring stricter control has changed. Perform a hypothesis​ test, using a significance level of 0.05.
Statistics Let us compare the failure times of certain type of light bulb produced by two...
Statistics Let us compare the failure times of certain type of light bulb produced by two different manufacturers, X and Y, by testing 10 bulbs selected at random from each of the outputs. The data, in hundreds of hours used before failure, are x: 5, 64, 66, 84, 96, 15, 34, 55, 85, 44, 7 y: 7, 28, 15, 17, 36, 97, 85, 96, 76, 57, 1 a. Use the Wilccoxon signed rank statistic to test the equality of medians...
Two sections of a class in statistics were taught by two different methods. Students’ scores on...
Two sections of a class in statistics were taught by two different methods. Students’ scores on a standardized test are shown in Table 5.12 . Do the results present evidence of a difference in the effectiveness of the two methods? (Use α = 0.05.) Class A: 74, 97, 79, 88, 78, 93, 76, 75, 82, 86, 100, 94 Class B: 78, 92, 94, 78, 71, 85, 70, 79, 76, 93, 82, 69, 84 Include R code.
It has been claimed that the mean age of all FHSU Virtual College statistics students is...
It has been claimed that the mean age of all FHSU Virtual College statistics students is less than thirty-one years old. Using the "Age" sample data collected from this year's classes, test this hypothesis--that is does the collected data statistically support or contradict this claim? Justify your answer through a formal hypothesis testing procedure with a 0.05 (5%) level of significance. Again, necessary claims, calculations, and values must be shown below and to the right. Give your proper/final conclusion in...
It has been claimed that the mean age of all FHSU Virtual College statistics students is...
It has been claimed that the mean age of all FHSU Virtual College statistics students is less than thirty-one years old. Using the "Age" sample data collected from this year's classes, test this hypothesis--that is does the collected data statistically support or contradict this claim? Justify your answer through a formal hypothesis testing procedure with a 0.05 (5%) level of significance. Again, necessary claims, calculations, and values must be shown below and to the right. Give your proper/final conclusion in...
13 refrigerators of a certain type has been returned to a distributor - 8 of these...
13 refrigerators of a certain type has been returned to a distributor - 8 of these refrigerators have a defective compressor and 5 have less serious problems. A sample (without replacement) of 6 refrigerators are examined in random order, let X be the number of refrigerators with defective compressor among the examined ones. Answer all questions to 3 decimal places. P(X = 4) = Tries 0/5 P(2 <  X ≤ 4) = Tries 0/5 What is the expected number of refrigerators...
The average grade in a statistics course has been 70 with a standard deviation of 8....
The average grade in a statistics course has been 70 with a standard deviation of 8. If a random sample of 51 is selected from this population, what is the probability that the average grade is more than 72? Use Appendix B.1 for the z-values. (Round your z-value to 2 decimal places and the final answer to 4 decimal places.) Probability
1. Historically the gap in information has been one of the biggest advantages that players in...
1. Historically the gap in information has been one of the biggest advantages that players in the market have been able to take advantage of. With the Information channels that are available now, near real time information is available. Why is there still room in the market for players to be successful in the International financial markets? 2. How does arbitrage mitigate exposure?
1.The level of saving in Country A has historically been high relative to the level of...
1.The level of saving in Country A has historically been high relative to the level of domestic investment. Based on this information, which of the following statements are incorrect? Country A’s net foreign investment has been relatively low. Country A’s net exports have been relatively low. Country A’s capital inflows must be positive. Country A’s public saving is smaller than its private saving. A) a B) a and d C) c and d D) all of the above 2. Under...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT