You are interested in the effect rainfall has on the number of traffic accidents in your city. You consider 4 possible specifications for a polynomial regression: (1) Accidents = 15.2 +023°Rain - 0.11 Rain² + 0.08 Rain3 -00s Rain (7.1) (0.13) (0.05) (0.03) (0.02) (2) Accidents 132+0.14 Rain -0.009 Rain+007 Rain (5.1) (0.05) (0.03) (0.04) (3) Accidents - 75 +0.24*Rain - 0.13°Rain? (3.6) (0.12) (0.07) (4) Accidents = 9A + 0.18°Rain (2.3) (0.05) Based on a 5% significance level, which of the 4 specifications is the most appropriate model? O Specification 1 O Specification 2 O Specification 3 OSpecification 4 O None of them since Rain does not have a statistically significant effect on Accidents

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You are interested in the effect rainfall has on the number of traffic accidents in your city. You consider 4 possible specifications for a polynomial regression:
(1) Accidents = 15.2 +0.23°Rain - 0.11*Rain2 + 0.08 Rain3 -0.0s Rain
(7.1) (0.13)
(0.05)
(0.03)
(0.02)
(2) Accidents = 13.2 +0.14*Rain -0.09 Rain?+0.07 Rain3
(5.1) (0.05)
(0.03)
(0.04)
(3) Accidents= 75+0.24*Rain - 0.13 Rain2
(3.6) (0.12)
(0.07)
(4) Accidents = 94 +0.18°Rain
(2.3) (0.05)
Based on a 5% significance level, which of the 4 specifications is the most appropriate model?
O Specification1
O Specification 2
O Specification 3
O Specification 4
O None of them since Rain does not have a statistically significant effect on Accidents
Transcribed Image Text:You are interested in the effect rainfall has on the number of traffic accidents in your city. You consider 4 possible specifications for a polynomial regression: (1) Accidents = 15.2 +0.23°Rain - 0.11*Rain2 + 0.08 Rain3 -0.0s Rain (7.1) (0.13) (0.05) (0.03) (0.02) (2) Accidents = 13.2 +0.14*Rain -0.09 Rain?+0.07 Rain3 (5.1) (0.05) (0.03) (0.04) (3) Accidents= 75+0.24*Rain - 0.13 Rain2 (3.6) (0.12) (0.07) (4) Accidents = 94 +0.18°Rain (2.3) (0.05) Based on a 5% significance level, which of the 4 specifications is the most appropriate model? O Specification1 O Specification 2 O Specification 3 O Specification 4 O None of them since Rain does not have a statistically significant effect on Accidents
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