Table 4.
Estimated regression coefficients (Est.), their standard deviations (Std.), total rate of missing information (λ̂), rate of missing information due to the class variable (λ̂B|A), and rate of missing information due to non-response in the items (λ̂A). Model 1 represents the LCR with race/ethnicity as a covariate, while Model 2 includes the mammography history as an additional covariate (Early Stage class is the baseline).
Model 1 |
Late Stage
|
High grade + ER Negative
|
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Est. | Std. | λ̂ | λ̂B|A | λ̂A | Est. | Std. | λ̂ | λ̂B|A | λ̂A | ||
ML | Intercept | −0.73 | 0.02 | −1.73 | 0.03 | ||||||
Black | 0.50 | 0.08 | 1.43 | 0.09 | |||||||
Hispanic | 0.43 | 0.08 | 0.50 | 0.11 | |||||||
| |||||||||||
MI | Intercept | −0.73 | 0.08 | 0.94 | −1.73 | 0.08 | 0.86 | ||||
Black | 0.49 | 0.10 | 0.34 | 1.45 | 0.12 | 0.43 | |||||
Hispanic | 0.43 | 0.09 | 0.30 | 0.30 | 0.14 | 0.43 | |||||
| |||||||||||
Two-stage MI | Intercept | −0.72 | 0.08 | 0.93 | 0.91 | 0.02 | −1.73 | 0.08 | 0.86 | 0.81 | 0.05 |
Black | 0.50 | 0.10 | 0.34 | 0.19 | 0.15 | 1.45 | 0.12 | 0.40 | 0.21 | 0.19 | |
Hispanic | 0.43 | 0.09 | 0.28 | 0.20 | 0.08 | 0.50 | 0.15 | 0.40 | 0.31 | 0.09 |
Model 2 |
Late Stage
|
High grade + ER Negative
|
|||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Est. | Std. | λ̂ | λ̂B|A | λ̂A | Est. | Std. | λ̂ | λ̂B|A | λ̂A | ||
ML | Intercept | −1.19 | 0.08 | 0.44 | 0.11 | ||||||
Black | 0.35 | 0.09 | 1.42 | 0.09 | |||||||
Hispanic | 0.40 | 0.08 | 0.50 | 0.11 | |||||||
1–2 yrs | −1.96 | 0.13 | −2.30 | 0.23 | |||||||
3–4 yrs | −1.97 | 0.09 | −1.48 | 0.11 | |||||||
1st time | −1.47 | 0.09 | −1.25 | 0.13 | |||||||
| |||||||||||
MI | Intercept | 1.17 | 0.12 | 0.52 | −0.44 | 0.17 | 0.60 | ||||
Black | 0.34 | 0.11 | 0.33 | 1.42 | 0.12 | 0.34 | |||||
Hispanic | 0.40 | 0.09 | 0.28 | 0.50 | 0.14 | 0.36 | |||||
1–2 yrs | −1.95 | 0.16 | 0.34 | −2.36 | 0.34 | 0.50 | |||||
3–4 yrs | −1.96 | 0.11 | 0.39 | −1.46 | 0.16 | 0.52 | |||||
1st time | −1.46 | 0.12 | 0.36 | −1.24 | 0.18 | 0.49 | |||||
| |||||||||||
Two-stage MI | Intercept | 1.18 | 0.12 | 0.51 | 0.40 | 0.11 | −0.44 | 0.17 | 0.59 | 0.39 | 0.20 |
Black | 0.34 | 0.11 | 0.37 | 0.19 | 0.18 | 1.42 | 0.12 | 0.37 | 0.18 | 0.19 | |
Hispanic | 0.40 | 0.09 | 0.29 | 0.24 | 0.05 | 0.49 | 0.14 | 0.36 | 0.24 | 0.12 | |
1–2 yrs | −1.96 | 0.16 | 0.32 | 0.22 | 0.10 | −2.35 | 0.34 | 0.51 | 0.34 | 0.15 | |
3–4 yrs | −1.97 | 0.11 | 0.37 | 0.27 | 0.10 | −1.46 | 0.17 | 0.54 | 0.33 | 0.21 | |
1st time | −1.46 | 0.12 | 0.36 | 0.27 | 0.09 | −1.24 | 0.18 | 0.49 | 0.32 | 0.17 |
All estimates are significant with p-value < .05.