Case-cohort analysis of clusters of recurrent events

Lifetime Data Analysis

Volumn 20, Issue 1, 2014, Pages 1-15

  Chen, Feng ^a   Chen, Kani ^b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

Cohort design; Partial likelihood; Proportional intensity model; Recurrent events; Self exciting

Indexed keywords

PYRIDOXINE; THIOTEPA;

ARTICLE; BLADDER TUMOR; CLUSTER ANALYSIS; COHORT ANALYSIS; COMPUTER SIMULATION; HUMAN; PROPORTIONAL HAZARDS MODEL; STATISTICAL MODEL; TUMOR RECURRENCE;

CLUSTER ANALYSIS; COHORT STUDIES; COMPUTER SIMULATION; HUMANS; LIKELIHOOD FUNCTIONS; NEOPLASM RECURRENCE, LOCAL; PROPORTIONAL HAZARDS MODELS; PYRIDOXINE; THIOTEPA; URINARY BLADDER NEOPLASMS;

EID: 84891902548     PISSN: 13807870     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10985-013-9275-3     Document Type: Article

References (31)

1. Akaike H (1974) A new look at the statistical model identification. IEEE Trans Autom Control 19(6): 716-723. doi: 10. 1109/TAC. 1974. 1100705.
2. Barlow WE (1994) Robust variance estimation for the case-cohort design. Biometrics 50(4): 1064-1072.
3. Barlow WE, Ichikawa L, Rosner D, Izumi S (1999) Analysis of case-cohort designs. J Clin Epidemiol 52(12): 1165-1172.
4. Borgan O, Langholz B, Samuelsen SO, Goldstein L, Pogoda J (2000) Exposure stratified case-cohort designs. Lifetime Data Anal 6(1): 39-58.
5. Breslow N (1972) Discussion of paper by D. R. Cox. J R Stat Soc Ser B (Methodol) 34: 216-217.
6. Byar D (1980) The veterans administration study of chemoprophylaxis for recurrent stage I baldder tumors: comparisons of placebo, pyridoxine, and topical thiotepa. In: Pavone-Macaluso M, Smith PH, Edsmyr F (eds) Bladder tumors and other topics in urological oncology. Plenum Press, New York, pp 363-370.
7. Cai J, Prentice RL (1995) Estimating equations for hazard ratio parameters based on correlated failure time data. Biometrika 82(1): 151-164. doi: 10. 1093/biomet/82. 1. 151. http://biomet. oxfordjournals. org/content/82/1/151. abstract, http://biomet. oxfordjournals. org/content/82/1/151. full. pdf+html.
8. Cai J, Prentice RL (1997) Regression estimation using multivariate failure time data and a common baseline hazard function model. Lifetime Data Anal 3(3): 197-213.
9. Chornoboy E, Schramm L, Karr A (1988) Maximum likelihood identification of neural point process systems. Biol Cybern 59(4): 265-275. doi: 10. 1007/BF00332915.
10. Crane R, Sornette D (2008) Robust dynamic classes revealed by measuring the response function of a social system. Proc Natl Acad Sci 105: 15649-15653.
11. Engle RF, Russell JR (1998) Autoregressive conditional duration: a new model for irregularly spaced transaction data. Econometrica 66: 1127-1162. http://www. jstor. org/stable/2999632.
12. Errais E, Giesecke K, Goldberg LR (2010) Affine point processes and portfolio credit risk. SIAM J Financ Math 1: 642-665.
13. Felini M, Johnson E, Preacely N, Sarda V, Ndetan H, Bangara S (2011) A pilot case-cohort study of liver and pancreatic cancers in poultry workers. Annals of Epidemiology 21(10): 755-766. doi: 10. 1016/j. annepidem. 2011. 07. 001. http://www. sciencedirect. com/science/article/pii/S1047279711002079.
14. Hawkes AG (1971) Spectra of some self-exciting and mutually exciting point processes. Biometrika 58(1): 83-90.
15. Koopman SJ, Lucas A, Monteiro A (2008) The multi-state latent factor intensity model for credit. J Econom 142: 399-424.
16. Kopperschmidt K, Stute W (2009) Purchase timing models in marketing: a review. AStA Adv Stat Anal 93: 123-149. doi: 10. 1007/s10182-008-0096-8.
17. Lu SE, Shih JH (2006) Case-cohort designs and analysis for clustered failure time data. Biometrics 62(4): 1138-1148. doi: 10. 1111/j. 1541-0420. 2006. 00584. x.
18. Lu W, Tsiatis AA (2006) Semiparametric transformation models for the case-cohort study. Biometrika 93(1): 207-214. doi: 10. 1093/biomet/93. 1. 207. http://biomet. oxfordjournals. org/content/93/1/207. abstract, http://biomet. oxfordjournals. org/content/93/1/207. full. pdf+html.
19. Nan B (2004) Efficient estimation for case-cohort studies. Can J Stat 32(4): 403-419. http://www. jstor. org/stable/3316024.
20. Ogata Y (1988) Statistical models for earthquake occurrences and residual analysis for point processes. J Am Stat Assoc 83(401): 9-27. http://www. jstor. org/stable/2288914.
21. Prentice RL (1986) A case-cohort design for epidemiologic cohort studies and disease prevention trials. Biometrika 73: 1-11.
22. Self SG, Prentice RL (1988) Asymptotic distribution theory and efficiency results for case-cohort studies. Ann Stat 16(1): 64-81.
23. Teich MC, Saleh BEA (2000) Branching processes in quantum electronics. IEEE J Sel Top Quantum Electron 6(6): 1450-1457.
24. Therneau T (2012) A package for survival analysis in S. R package version 2. 37-2. http://CRAN. R-project. org/package/survial.
25. Therneau TM, Hamilton SA (1997) rhDNase as an example of recurrent event analysis. Stat Med 16: 2029-2047. doi: 10. 1002/(SICI)1097-0258(19970930)16: 18<2029:: AID-SIM637>3. 0. CO;2-H.
26. Therneau TM, Li H (1999) Computing the Cox model for case cohort designs. Lifetime Data Anal 5(2): 99-112.
27. Vere-Jones D (1995) Forecasting earthquakes and earthquake risk. Int J Forecast 11(4): 503-538. doi: 10. 1016/0169-2070(95)00621-4. http://www. sciencedirect. com/science/article/B6V92-3XWRN36-2/2/fe30ea6bc743e2109d4968681d73d61d.
28. Wei LJ, Lin DY, Weissfeld L (1989) Regression analysis of multivariate incomplete failure time data by modeling marginal distributions. J Am Stat Assoc 84(408): 1065-1073. http://www. jstor. org/stable/2290084.
29. Zeng D, Lin DY, Avery CL, North KE, Bray MS (2006) Efficient semiparametric estimation of haplotype-disease associations in case-cohort and nested case-control studies. Biostatistics 7(3): 486-502. doi: 10. 1093/biostatistics/kxj021. http://biostatistics. oxfordjournals. org/content/7/3/486. abstract, http://biostatistics. oxfordjournals. org/content/7/3/486. full. pdf+html.
30. Zhang H, Schaubel DE, Kalbfleisch JD (2011) Proportional hazards regression for the analysis of clustered survival data from case-cohort studies. Biometrics 67(1): 18-28.
31. Zhuang J, Ogata Y, Vere-Jones D (2002) Stochastic declustering of space-time earthquake occurrences. J Am Stat Assoc 97(458): 369-380. doi: 10. 1198/016214502760046925.