The regression results are reported below: Variables Constant HT CapEx NN Pseudo R2 Log-likelihood # of...
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The regression results are reported below: Variables Constant HT CapEx NN Pseudo R2 Log-likelihood # of Observations Coefficient 0.67 -0.41 2.95 1.12 0.39 -73.02 252 = p-value 0.36 0.0180 0.0007 0.0001 Answer the following questions: (1) Given CapEx = 0.04, calculate the probability difference of IPO withdraw between a non HT firm and a HT firm, while assuming that there is no negative news for both firms. (4 points) (2) Given CapEx 0.04, calculate the marginal effect of CapEx for a HT firm with negative news. Explain your result economically. (3 points) (3) A theory claims that B₁ = -0.5 and ß3 = 1. Conduct a formal LR test on the theory at the 1% level of significance, while we run the following regression model: P(IPOW=1|X) = (-0.5HT + B,CapEx + NN) (i.e., adding the restrictions from the theory in) and obtain the Pseudo R² = 0.30. (8 points) The regression results are reported below: Variables Constant HT CapEx NN Pseudo R2 Log-likelihood # of Observations Coefficient 0.67 -0.41 2.95 1.12 0.39 -73.02 252 = p-value 0.36 0.0180 0.0007 0.0001 Answer the following questions: (1) Given CapEx = 0.04, calculate the probability difference of IPO withdraw between a non HT firm and a HT firm, while assuming that there is no negative news for both firms. (4 points) (2) Given CapEx 0.04, calculate the marginal effect of CapEx for a HT firm with negative news. Explain your result economically. (3 points) (3) A theory claims that B₁ = -0.5 and ß3 = 1. Conduct a formal LR test on the theory at the 1% level of significance, while we run the following regression model: P(IPOW=1|X) = (-0.5HT + B,CapEx + NN) (i.e., adding the restrictions from the theory in) and obtain the Pseudo R² = 0.30. (8 points)
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1 To calculate the probability difference of IPO withdrawal between a nonHT firm and an HT firm we use the logistic regression coefficients for the HT ... View the full answer
Related Book For
Understanding Basic Statistics
ISBN: 9781111827021
6th Edition
Authors: Charles Henry Brase, Corrinne Pellillo Brase
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