Seasonal spending, part 2.

Financial analysts know that January credit card charges will generally be much lower than those of the month before. What about the difference between January and the next month? Does the trend continue? The dataset contains the monthly credit card charges of a random sample of 99 cardholders.

a) Build a regression model to predict February charges from January charges.

b) How much, on average, will cardholders who charged

$2000 in January charge in February?

c) Give a 95% confidence interval for the average February charges of cardholders who charged $2000 in January.

d) From part

c, give a 95% confidence interval for the average decrease in the charges of cardholders who charged

$2000 in January.

e) What reservations, if any, do you have about the confidence intervals you made in parts c and d?