The data in CPI-U reflect the annual values of the consumer price index (CPI) in the United States over the 45-year period 1965 through 2009, using 1982 through 1984 as the base period. This index measures the average change in prices over time in a fixed "market basket" of goods and services purchased by all urban consumers, including urban wage earners (i.e., clerical, professional, managerial, and technical workers; self-employed individuals; and short-term workers), unemployed individuals, and retirees.
a. Plot the data.
b. Describe the movement in this time series over the 45-year period.
c. Compute a linear trend forecasting equation and plot the trend line.
d. Compute a quadratic trend forecasting equation and plot the results.
e. Compute an exponential trend forecasting equation and plot the results.
f. Which model is the most appropriate?
g. Using the most appropriate model, forecast the CPI for 2010 and 2011.