Question: 1. Exploratory data analysis I: 10 points Daily foreign exchange rates (spot rates) can be obtained from the Federal Reserve Bank in St Louis (FRED).
1. Exploratory data analysis I: 10 points Daily foreign exchange rates (spot rates) can be obtained from the Federal Reserve Bank in St Louis (FRED). The data are the noon buying rates in New York City certied by the Federal Reserve Bank of New York. Consider the exchange rates between the U.S. dollar and the Euro from January 3, 2005 to March 3 2005. See the le \Dol- lar Euro Exchange Rate.xlsx". The le has four columns, namely year, month, day, and euro, respectively, where euro denotes the US dollars of one Euro. Answer the following questions: (a) Compute the daily log return of the exchange rate. (b) Compute the sample mean, standard deviation, skewness, excess kurtosis, minimum, and maximum of the log returns of the exchange rate. (c) Obtain a histogram plot of the daily log returns of Dollar-Euro exchange rate. (d) Test H0:u= 0 versus H1 u is not equal to 0, where u denotes the mean of the daily log return of Dollar-Euro exchange rate. (e) Are the log returns of the exchange rate normally distributed? Why?
| 2005 | 1 | 3 | 1.3476 |
| 2005 | 1 | 4 | 1.3295 |
| 2005 | 1 | 5 | 1.3292 |
| 2005 | 1 | 6 | 1.3187 |
| 2005 | 1 | 7 | 1.3062 |
| 2005 | 1 | 10 | 1.3109 |
| 2005 | 1 | 11 | 1.3161 |
| 2005 | 1 | 12 | 1.3281 |
| 2005 | 1 | 13 | 1.3207 |
| 2005 | 1 | 14 | 1.3106 |
| 2005 | 1 | 18 | 1.3043 |
| 2005 | 1 | 19 | 1.3036 |
| 2005 | 1 | 20 | 1.2959 |
| 2005 | 1 | 21 | 1.3049 |
| 2005 | 1 | 24 | 1.3041 |
| 2005 | 1 | 25 | 1.2954 |
| 2005 | 1 | 26 | 1.3081 |
| 2005 | 1 | 27 | 1.3032 |
| 2005 | 1 | 28 | 1.3033 |
| 2005 | 1 | 31 | 1.3049 |
| 2005 | 2 | 1 | 1.3017 |
| 2005 | 2 | 2 | 1.3015 |
| 2005 | 2 | 3 | 1.2959 |
| 2005 | 2 | 4 | 1.2927 |
| 2005 | 2 | 7 | 1.2773 |
| 2005 | 2 | 8 | 1.2783 |
| 2005 | 2 | 9 | 1.2797 |
| 2005 | 2 | 10 | 1.2882 |
| 2005 | 2 | 11 | 1.2864 |
| 2005 | 2 | 14 | 1.2981 |
| 2005 | 2 | 15 | 1.2986 |
| 2005 | 2 | 16 | 1.2994 |
| 2005 | 2 | 17 | 1.3083 |
| 2005 | 2 | 18 | 1.3075 |
| 2005 | 2 | 22 | 1.323 |
| 2005 | 2 | 23 | 1.3208 |
| 2005 | 2 | 24 | 1.3205 |
| 2005 | 2 | 25 | 1.3195 |
| 2005 | 2 | 28 | 1.3274 |
| 2005 | 3 | 1 | 1.3189 |
| 2005 | 3 | 2 | 1.3127 |
| 2005 | 3 | 3 | 1.313 |
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