| Preface |
|
v | |
| Contributors |
|
xxi | |
|
PART I. GENERAL METHODOLOGY |
|
|
|
Evaluation of the Performance of Survival Analysis Models: Discrimination and Calibration Measures |
|
|
1 | (26) |
|
|
|
|
|
|
|
1 | (1) |
|
|
|
2 | (4) |
|
Calibration measures in survival analysis |
|
|
6 | (21) |
|
|
|
20 | (5) |
|
|
|
25 | (2) |
|
Discretizing a Continuous Covariate in Survival Studies |
|
|
27 | (16) |
|
|
|
|
|
|
|
27 | (1) |
|
Techniques based on the Cox model with a single covariate |
|
|
28 | (9) |
|
Extensions of Contal and O'Quigley's approach |
|
|
37 | (4) |
|
|
|
41 | (2) |
|
|
|
42 | (1) |
|
|
|
42 | (1) |
|
On Comparison of Two Classification Methods with Survival Endpoints |
|
|
43 | (18) |
|
|
|
|
|
|
|
|
|
43 | (1) |
|
Degree of separation index |
|
|
44 | (4) |
|
Estimation and inference procedures |
|
|
48 | (4) |
|
Distribution property of test statistics under the null hypothesis |
|
|
52 | (3) |
|
|
|
55 | (1) |
|
Discussion and conclusion |
|
|
56 | (5) |
|
|
|
58 | (1) |
|
|
|
58 | (3) |
|
Time-Varying Effects in Survival Analysis |
|
|
61 | (26) |
|
|
|
Time-varying effects in survival analysis |
|
|
61 | (6) |
|
Estimation for proportional or additive models |
|
|
67 | (7) |
|
Testing in proportional and additive hazards models |
|
|
74 | (5) |
|
Survival with malignant melanoma |
|
|
79 | (4) |
|
|
|
83 | (4) |
|
|
|
83 | (1) |
|
|
|
83 | (4) |
|
|
|
87 | (18) |
|
|
|
|
|
87 | (4) |
|
|
|
91 | (2) |
|
|
|
93 | (2) |
|
|
|
95 | (2) |
|
|
|
97 | (3) |
|
Censored correlation and regression |
|
|
100 | (2) |
|
|
|
102 | (3) |
|
|
|
103 | (2) |
|
PART II. CENSORED DATA AND INFERENCE |
|
|
|
Statistical Analysis of Doubly Interval-Censored Failure Time Data |
|
|
105 | (18) |
|
|
|
|
|
105 | (2) |
|
Nonparametric estimation of a distribution function |
|
|
107 | (7) |
|
Semiparametric regression analysis |
|
|
114 | (3) |
|
Nonparametric comparison of survival functions |
|
|
117 | (2) |
|
Discussion and future researches |
|
|
119 | (4) |
|
|
|
121 | (2) |
|
The Missing Censoring Indicator Model of Random Censorship |
|
|
123 | (1) |
|
|
|
|
|
123 | |
Shopping Cart
