Question: this need to be done in R studio Use the quarterly home price data for New Jersey to answer the following questions home sales prices
this need to be done in R studio
Use the quarterly home price data for New Jersey to answer the following questions home sales prices data_1966.xlsx Download home sales prices data_1966.xlsx .
Show the details how you get the answer
a. Plot the series and discuss the main features of the data.
b. Apply simple exponential smoothing using weighting parameter, alpha =0.5 and alpha=0.8, to forecast the next quarter home prices. Which alpha would you pick to forecast next quarter home prices? Explain how you arrived at this conclusion.
| DATE | HP |
| 1/1/1966 | 22700 |
| 4/1/1966 | 23200 |
| 7/1/1966 | 23000 |
| 10/1/1966 | 22800 |
| 1/1/1967 | 24000 |
| 4/1/1967 | 24200 |
| 7/1/1967 | 23900 |
| 10/1/1967 | 24400 |
| 1/1/1968 | 25400 |
| 4/1/1968 | 26700 |
| 7/1/1968 | 26600 |
| 10/1/1968 | 27000 |
| 1/1/1969 | 27600 |
| 4/1/1969 | 28100 |
| 7/1/1969 | 28100 |
| 10/1/1969 | 27100 |
| 1/1/1970 | 27000 |
| 4/1/1970 | 27300 |
| 7/1/1970 | 26000 |
| 10/1/1970 | 26300 |
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