193

Complex Samples Logistic Regression

Odds Ratios

Figure 20-10

Odds ratios for level of education

This table displays the odds ratios of Previously defaulted at the factor levels of Level of education. The reported values are the ratios of the odds of default for Did not complete high school through College degree, compared to the odds of default for Post-undergraduate degree. Thus, the odds ratio of 2.054 in the first row of the table means that the odds of default for a person who did not complete high school are 2.054 times the odds of default for a person who has a post-undergraduate degree.

Figure 20-11

Odds ratios for years with current employer

This table displays the odds ratio of Previously defaulted for a unit change in the covariate Years with current employer. The reported value is the ratio of the odds of default for a person with 7.99 years at their current job compared to the odds of default for a person with 6.99 years (the mean).

Figure 20-12

Odds ratios for debt to income ratio

Page 207
Image 207
IBM SPSS COMPLEX SAMPLES 19 manual Odds Ratios