5.20 High School and Beyond, Part I: The National Center of Education Statistics conducted a survey of high school seniors, collecting test data on reading, writing, and several other subjects. Here...

5.20 High School and Beyond, Part I: The National Center of Education Statistics conducted a survey of high school seniors, collecting test data on reading, writing, and several other subjects. Here we examine a simple random sample of 200 students from this survey. Side-by-side box plots of reading and writing scores as well as a histogram of the differences in scores are shown below.

(a) Are the reading and writing scores of each student independent of each other?

(b) Create hypotheses appropriate for the following research question: is there an evident difference in the average scores of students in the reading and writing exam?

(c) The average observed difference in scores is x̄_{read - write} = -0.545, and the standard deviation of the differences is 8.887 points. Do these data provide convincing evidence of a difference between the average scores on the two exams?
The test statistic is: Incorrect(please round to two decimal places)

The p-value is: Incorrect(please round to four decimal places)

The conclusion of the test is:

(d) What type of error might we have made? Explain what the error means in the context of the application.

(e) Based on the results of this hypothesis test, would you expect a confidence interval for the average difference between the reading and writing scores to include 0? Explain your reasoning.