Question: Pr1. Time Series. Written 20% Test Grade The data in the table below represent the annual revenues(in billion of dollars) of McDonald's Corporation over the

Pr1. Time Series. Written 20%
Test Grade
The data in the table below represent the annual revenues(in billion of dollars)
of McDonald's Corporation over the period from 1975 to 2012.
Year Revenues
1975 1
1976 1.2
1977 1.4
1978 1.7
1979 1.9
1980 2.2
1981 2.5
1982 2.8
1983 3.1
1984 3.6
1985 3.8
1986 3.9
1987 4.9
1988 5.2
1989 5.9
1990 6.4
1991 6.7
1992 7
1993 7.4
1994 8.3
1995 9.8
1996 10.7
1997 11.4
1998 13.4
1999 14.5
2000 15.6
2001 14.9
2002 15.4
2003 17.1
2004 19
2005 20.5
2006 19.3
2007 22.4
2008 24.5
2009 23.6
2010 24.1
2011 29.5
2012 26.7
a) Calculate a five-year moving average to the data (add a column to the table)
b) Using a smoothing coefficient of W = 0.45, exponentially smooth the series
(add a column to the table, use data analysis to smooth)
c) Plot the results from a) and b) with the time series on a scatter plot.
d) Compute a quadratic trend forecasting equation and plot the predicted result with the data against the coded years.
e) Compute an exponential trend forcasting equation and plot the predicted results with the data against the coded years.
f) Compute a second -order autoregressive model, test for the significance of the second-order
autoregressive parameter, and plot the predicted results with the data against the coded years.
g) Ifnecessary, compute a first-order autoregressive model, test for the significance of the first-oder
autoregressive parameter, and plot the predicted results with the data against the coded years.
h) predict the values for years 2013 and 2014 using the best model out of d and e.
And the apropriate autoregressive model of f) or g).

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