Question: Read in the data set HW03_data.csv at this link HW03_data.csv that contains 50 observations on a response variable y and two regressors x1 and x2
Read in the data set HW03_data.csv at this link HW03_data.csv that contains 50 observations on a response variable y and two regressors x1 and x2 # a) Generate the results for a complete second-order model using the summary() statement. # b) Use the full versus reduced model to test whether the coefficients # of the x1x2 interaction, the x1^2, and the x2^2 terms are all 0 at the overall alpha=0.05 level
R Programming
| y | x1 | x2 |
| 69.05 | 15.1 | 41.3 |
| 69.31 | 11.3 | 66.7 |
| 70.55 | 7.8 | 58.1 |
| 70.66 | 10.1 | 39.9 |
| 71.71 | 10.3 | 62.6 |
| 72.06 | 6.8 | 63.9 |
| 72.48 | 3.1 | 56 |
| 70.06 | 6.2 | 54.6 |
| 70.66 | 10.7 | 52.6 |
| 68.54 | 13.9 | 40.6 |
| 73.6 | 6.2 | 61.9 |
| 71.87 | 5.3 | 59.5 |
| 70.14 | 10.3 | 52.6 |
| 70.88 | 7.1 | 52.9 |
| 72.56 | 2.3 | 59 |
| 72.58 | 4.5 | 59.9 |
| 70.1 | 10.6 | 38.5 |
| 68.76 | 13.2 | 42.2 |
| 70.39 | 2.7 | 54.7 |
| 70.22 | 8.5 | 52.3 |
| 71.83 | 3.3 | 58.5 |
| 70.63 | 11.1 | 52.8 |
| 72.96 | 2.3 | 57.6 |
| 68.09 | 12.5 | 41 |
| 70.69 | 9.3 | 48.8 |
| 70.56 | 5 | 59.2 |
| 72.6 | 2.9 | 59.3 |
| 69.03 | 11.5 | 65.2 |
| 71.23 | 3.3 | 57.6 |
| 70.93 | 5.2 | 52.5 |
| 70.32 | 9.7 | 55.2 |
| 70.55 | 10.9 | 52.7 |
| 69.21 | 11.1 | 38.5 |
| 72.78 | 1.4 | 50.3 |
| 70.82 | 7.4 | 53.2 |
| 71.42 | 6.4 | 51.6 |
| 72.13 | 4.2 | 60 |
| 70.43 | 6.1 | 50.2 |
| 71.9 | 2.4 | 46.4 |
| 67.96 | 11.6 | 37.8 |
| 72.08 | 1.7 | 53.3 |
| 70.11 | 11 | 41.8 |
| 70.9 | 12.2 | 47.4 |
| 72.9 | 4.5 | 67.3 |
| 71.64 | 5.5 | 57.1 |
| 70.08 | 9.5 | 47.8 |
| 71.72 | 4.3 | 63.5 |
| 69.48 | 6.7 | 41.6 |
| 72.48 | 3 | 54.5 |
| 70.29 | 6.9 | 62.9 |
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