|1. In the credit card default data, we would like to predict the default status of a cus- tomer based on the monthly balance, the student indicator and the income. The input coding for class predictors is set as Deviation. Given the following output from logistic regression, what is the estimated probability of default for a student with a balance of $2500 and an income of $40000? Analysis of Maximun Likelihood Estinates Standard Vald Paraneter default DF Estinate Error Chi-Square PE > Chis4 Intercept Yea -11.1924 0.4506 616.84 <.0001 balance Yes 0.00574 0.000232 611.89 <.0001 0.14 7.49 income Yea 3.033E-6 8.203E-6 0.7115 student No Yes 0.3234 0.1101 0.0062
|1. In the credit card default data, we would like to predict the default status of a cus- tomer based on the monthly balance, the student indicator and the income. The input coding for class predictors is set as Deviation. Given the following output from logistic regression, what is the estimated probability of default for a student with a balance of $2500 and an income of $40000? Analysis of Maximun Likelihood Estinates Standard Vald Paraneter default DF Estinate Error Chi-Square PE > Chis4 Intercept Yea -11.1924 0.4506 616.84 <.0001 balance Yes 0.00574 0.000232 611.89 <.0001 0.14 7.49 income Yea 3.033E-6 8.203E-6 0.7115 student No Yes 0.3234 0.1101 0.0062
A First Course in Probability (10th Edition)
10th Edition
ISBN:9780134753119
Author:Sheldon Ross
Publisher:Sheldon Ross
Chapter1: Combinatorial Analysis
Section: Chapter Questions
Problem 1.1P: a. How many different 7-place license plates are possible if the first 2 places are for letters and...
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Transcribed Image Text:1. In the credit card default data, we would like to predict the default status of a cus-
tomer based on the monthly balance, the student indicator and the income. The input
coding for class predictors is set as Deviation. Given the following output from logistic
regression, what is the estimated probability of default for a student with a balance of
$2500 and an income of $40000?
Analysis of Haxinun Likelihood Estinates
Standard
Vald
Error
Chi-Square
Pr > Chisq
Paraneter
default
DF
Estinate
Intercept
Yes
-11.1924
0.4506
616.84
<.0001
balance
Yes
0.00574
0.000232
611.89
<.0001
incone
Yes
3.033E-6
8.203E-6
0.14
0.7115
student
No
Yes
0.3234
0.1181
7.49
0.0062
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