Question
Please help answer the following business forecasting questions using only TEXT answers. CoastCo Insurance, Inc., is interested in forecasting annual larceny thefts in the United
Please help answer the following business forecasting questions using only TEXT answers.
CoastCo Insurance, Inc., is interested in forecasting annual larceny thefts in the United States using the following data:
Year | Larceny Thefts |
---|---|
1972 | 4,151 |
1973 | 4,348 |
1974 | 5,263 |
1975 | 5,978 |
1976 | 6,271 |
1977 | 5,906 |
1978 | 5,983 |
1979 | 6,578 |
1980 | 7,137 |
1981 | 7,194 |
1982 | 7,143 |
1983 | 6,713 |
1984 | 6,592 |
1985 | 6,926 |
1986 | 7,257 |
1987 | 7,500 |
1988 | 7,706 |
1989 | 7,872 |
1990 | 7,946 |
1991 | 8,142 |
1992 | 7,915 |
1993 | 7,821 |
1994 | 7,876 |
(1) Prepare a time-series plot of these data. On the basis of this graph, do you think there is a trend in the data? Explain.
(2) Look at the autocorrelation structure of larceny thefts for lags of 1, 2, 3, 4, and 5. Do the autocorrelation coefficients fall quickly toward zero? Demonstrate that the critical value for rk is 0.417. Explain what these results tell you about a trend in the data.
(3) On the basis of what is found in parts a and b, suggest a forecasting method that you think might be appropriate for this series.
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