In: Statistics and Probability
The general fund budget (in billions of dollars) for a U.S. state for 1988 (period 1) to 2011 (period 24) follows.
Year | Period | Budget ($ billions) |
---|---|---|
1988 | 1 | 3.03 |
1989 | 2 | 3.29 |
1990 | 3 | 3.56 |
1991 | 4 | 4.41 |
1992 | 5 | 4.36 |
1993 | 6 | 4.51 |
1994 | 7 | 4.65 |
1995 | 8 | 5.15 |
1996 | 9 | 5.34 |
1997 | 10 | 5.66 |
1998 | 11 | 6.01 |
1999 | 12 | 6.30 |
2000 | 13 | 6.58 |
2001 | 14 | 6.75 |
2002 | 15 | 6.56 |
2003 | 16 | 6.78 |
2004 | 17 | 6.98 |
2005 | 18 | 7.65 |
2006 | 19 | 8.38 |
2007 | 20 | 8.57 |
2008 | 21 | 8.76 |
2009 | 22 | 8.43 |
2010 | 23 | 8.33 |
2011 | 24 | 8.76 |
(a)
Construct a time series plot.
What type of pattern exists in the data?
The time series plot shows a horizontal pattern.
The time series plot shows a nonlinear trend.
The time series plot shows a seasonal pattern.
The time series plot shows a linear trend.
(b)
Develop a linear trend equation for this time series to forecast the budget (in billions of dollars). (Round your numerical values to three decimal places.)
Tt =
(c)
What is the forecast (in billions of dollars) for period 25? (Round your answer to two decimal places.)
$ _______ billion
a)
The time series plot shows a linear trend.
b)
Tt =3.025+0.254t
c)
predicted val=3.025+25*0.254= | 9.38 billion |