(a) Does the probability of passing the test depend on Experience? Explain. (b) Matthew has 10 years of driving experience. What is the probability that he will pass the test? (c) Christopher is a new driver (zero years of experience). What is the probability that he will pass the test?

ENGR.ECONOMIC ANALYSIS
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Chapter1: Making Economics Decisions
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Dependent Variable: Pass
Experience
Male
Malex Experience
Constant
Probit
Logit
(1)
(2)
0.031
0.040
(0.009) (0.016)
0.712
(0.126)
Linear
Probability
(3)
0.006
(0.002)
1.059
0.774
(0.221) (0.034)
Probit
(4)
-0.333
(0.161)
1.282
(0.124)
Logit
(5)
-0.622
(0.303)
2.197
(0.242)
Linear
Probability
(6)
-0.071
(0.034)
0.900
(0.022)
Probit
(7)
0.041
(0.156)
-0.074
(0.259)
-0.015
(0.019)
0.806
(0.200)
Problem 1. (~SW 11.2) Using the results of column (2):
(a) Does the probability of passing the test depend on Experience? Explain.
(b) Matthew has 10 years of driving experience. What is the probability that he will pass the test?
(c) Christopher is a new driver (zero years of experience). What is the probability that he will pass
the test?
(d) Sketch the predicted probabilities from the probit and logit regressions in column (1) and (2)
for values of Experience between 0 and 60. Are the probit and logit models similar?
Transcribed Image Text:Dependent Variable: Pass Experience Male Malex Experience Constant Probit Logit (1) (2) 0.031 0.040 (0.009) (0.016) 0.712 (0.126) Linear Probability (3) 0.006 (0.002) 1.059 0.774 (0.221) (0.034) Probit (4) -0.333 (0.161) 1.282 (0.124) Logit (5) -0.622 (0.303) 2.197 (0.242) Linear Probability (6) -0.071 (0.034) 0.900 (0.022) Probit (7) 0.041 (0.156) -0.074 (0.259) -0.015 (0.019) 0.806 (0.200) Problem 1. (~SW 11.2) Using the results of column (2): (a) Does the probability of passing the test depend on Experience? Explain. (b) Matthew has 10 years of driving experience. What is the probability that he will pass the test? (c) Christopher is a new driver (zero years of experience). What is the probability that he will pass the test? (d) Sketch the predicted probabilities from the probit and logit regressions in column (1) and (2) for values of Experience between 0 and 60. Are the probit and logit models similar?
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