Explore BrainMass
Share

# Determine the trend for time series data

This content was STOLEN from BrainMass.com - View the original, and get the already-completed solution here!

Data on general marriage rate from 1992 to 200.

(See attached file for full problem descriptions).

https://brainmass.com/statistics/time-series-analysis/determine-trend-time-series-data-83593

#### Solution Summary

This posting contains solution to the problem on time series data in the attached bmp file.

\$2.19

## linear trend of time series

For the data of this exercise use the weighting constant  = 0.5 and exponential smoothing to determine the forecast for 2005.
U.S. cellular phone subscribership has been reported as shown below for the 1993-2004 period
Year Subscribers (millions) Year Subscribers (millions)
1993 16.0 1999 86.0
1994 24.1 2000 109.5
1995 33.8 2001 128.4
1996 44.0 2002 140.8
1997 55.3 2003 158.7
1998 69.2 2004 182.1
a. fit a linear trend equation to the time series. Using the equation, determine the trend estimate for 2010
b. fit a quadratic equation to the time series, then use the equation to determine the trend estimate for 2010
c. construct a graph of the time series along with the equations fitted in parts (a) and (b). Which equation appears to better fit the data?

View Full Posting Details