Survival Analysis Part III: Multivariate data analysis - choosing a model and assessing its adequacy and fit

被引:300
作者
Bradburn, MJ [1 ]
Clark, TG [1 ]
Love, SB [1 ]
Altman, DG [1 ]
机构
[1] Canc Res UK NHS Ctr Stat Med, Inst Hlth Sci, Oxford OX3 7LF, England
关键词
survival analysis; Cox model; AFT model; model checking; choice of coavriates; goodness of fit;
D O I
10.1038/sj.bjc.6601120
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
[No abstract available]
引用
收藏
页码:605 / 611
页数:7
相关论文
共 14 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   Survival Analysis Part II: Multivariate data analysis - an introduction to concepts and methods [J].
Bradburn, MJ ;
Clark, TG ;
Love, SB ;
Altman, DG .
BRITISH JOURNAL OF CANCER, 2003, 89 (03) :431-436
[3]   Survival analysis part I: Basic concepts and first analyses [J].
Clark, TG ;
Bradburn, MJ ;
Love, SB ;
Altman, DG .
BRITISH JOURNAL OF CANCER, 2003, 89 (02) :232-238
[4]   Developing a prognostic model in the presence of missing data: an ovarian cancer case study [J].
Clark, TG ;
Altman, DG .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2003, 56 (01) :28-37
[5]  
Collett D, 2014, MODELLING SURVIVAL D
[6]  
COX DR, 1972, J R STAT SOC B, V34, P187
[7]  
GRAMBSCH PM, 1994, BIOMETRIKA, V81, P515
[8]  
HARRELL FE, 1986, PHGLM PROCEDURE SAS
[9]   BUILDING MULTIPLE-REGRESSION MODELS INTERACTIVELY [J].
HENDERSON, HV ;
VELLEMAN, PF .
BIOMETRICS, 1981, 37 (02) :391-411
[10]  
Hosmer D. W., 1999, APPL SURVIVAL ANAL R