Question
Although natural gas is currently inexpensive and nuclear power currently (and perhaps deservedly) does not have a good reputation, it is possible that more nuclear
Although natural gas is currently inexpensive and nuclear power currently (and perhaps deservedly) does not have a good reputation, it is possible that more nuclear power plants will be constructed in the future. Table 4 presents data concerning the construction costs of light water reactor (LWR) nuclear power plants. The dependent variable, C, construction cost, is expressed in millions of dollars, adjusted to a 1976 base. Preliminary analysis of the data and economic theory indicates that variation in cost increases as cost increases. This suggests transforming cost by taking its natural logarithm.
S Power plant capacity in MWe
N Cumulative number of power plants built by the contractor
- Build a multiple regression model to predict ln(C) by taking S and N or their natural logarithms as the independent variables. Make sure to check for multicollinearity.
- Use residual analysis and R2 to check your model.
- State which variables are important in predicting the cost of constructing an LWR plant, and
- State a prediction equation that can be used to predict ln(C).
Table 4
Data Concerning Construction of Light Water Reactors
Plant | C | S | N |
1 | 460.05 | 687 | 14 |
2 | 452.99 | 1,065 | 1 |
3 | 443.22 | 1,065 | 1 |
4 | 652.32 | 1,065 | 12 |
5 | 642.23 | 1,065 | 12 |
6 | 345.39 | 514 | 3 |
7 | 272.37 | 822 | 5 |
8 | 317.21 | 457 | 1 |
9 | 457.12 | 822 | 5 |
10 | 690.19 | 792 | 2 |
11 | 350.63 | 560 | 3 |
12 | 402.59 | 790 | 6 |
13 | 412.18 | 530 | 2 |
14 | 495.58 | 1,050 | 7 |
15 | 394.36 | 850 | 16 |
16 | 423.32 | 778 | 3 |
17 | 712.27 | 845 | 17 |
18 | 289.66 | 530 | 2 |
19 | 881.24 | 1,090 | 1 |
20 | 490.88 | 1,050 | 8 |
21 | 567.79 | 913 | 15 |
22 | 665.99 | 828 | 20 |
23 | 621.45 | 786 | 18 |
24 | 608.8 | 821 | 3 |
25 | 473.64 | 538 | 19 |
26 | 697.14 | 1,130 | 21 |
27 | 207.51 | 745 | 8 |
28 | 288.48 | 821 | 7 |
29 | 284.88 | 886 | 11 |
30 | 280.36 | 886 | 11 |
31 | 217.38 | 745 | 8 |
32 | 270.71 | 886 | 11 |
Please provide some in-depth explanations answering these questions.
Thanks again!
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