Multi-state models for investigating possible stages leading to bipolar disorder

International Journal of Bipolar Disorders

Volumn 3, Issue 1, 2015, Pages

  Keown Stoneman, Charles DG ^a   Horrocks, Julie ^a   Darlington, Gerarda A ^a   Goodday, Sarah ^b   Grof, Paul ^d   Duffy, Anne ^c  

^a UNIVERSITY OF GUELPH   (Canada)

^b UNIVERSITY OF TORONTO   (Canada)

^c UNIVERSITY OF CALGARY   (Canada)

^d UNIVERSITY OF OTTAWA   (Canada)

Author keywords

Bipolar disorder; High risk; Multi state model; Survival analysis

Indexed keywords

ADOLESCENT; ADULT; AGE; ARTICLE; BIPOLAR DISORDER; CHILD; DISEASE COURSE; HUMAN; INCIDENCE; INFANT; MAJOR AFFECTIVE DISORDER; MAJOR DEPRESSION; MODEL; MOOD DISORDER; MULTI STATEM MODEL; NEWBORN; PRIORITY JOURNAL; PROPORTIONAL HAZARDS MODEL;

EID: 85041303487     PISSN: None     EISSN: 21947511     Source Type: Journal    
DOI: 10.1186/s40345-014-0019-4     Document Type: Article

References (20)

1. Aalen OO, Johansen S. An empirical transition matrix for non-homogeneous markov chains based on censored observations. Scand J Stat. 1978; 5(3):141–50.
2. American Psychiatric Association. Diagnostic and statistical manual of mental disorders, 4th ed. text rev. Washington, DC: American Psychiatric Association; 2000.
3. Andersen PK, Keiding N. Multi-state models for event history analysis. Stat Methods Med Res. 2002; 11(2):91–115.
4. Breslow NE. Discussion of the paper ‘regression models and life-tables’ by d. r. cox. J R Stat Soc Series B (Methodological). 1972; 34(2):216–7.
5. Carlson RW, Allred DC, Anderson BO, Burstein HJ, Carter WB, Edge SB, et al. Breast cancer. Clinical practice guidelines in oncology. J Natl Compr Canc Netw. 2009; 7(2):122–92.
6. Cox DR. Regression models and life-tables. J R Stat Soc Series B (Methodological). 1972; 34(2):187–220.
7. Cortese G, Andersen PK. Competing risks and time-dependent covariates. Biom J. 2010; 52(1):138–158.
8. Duffy A, Alda M, Hajek T, Sherry SB, Grof P. Early stages in the development of bipolar disorder. J Affect Disord. 2010; 121(1-2):127–35.
9. Duffy A, Alda M, Crawford L, Milin R, Grof P. The early manifestations of bipolar disorder: a longitudinal prospective study of the offspring of bipolar parents. Bipolar Disord. 2007; 9(8):828–38.
10. Duffy A, Horrocks J, Doucette S, Keown-Stoneman C, McCloskey S, Grof P. The developmental trajectory of bipolar disorder. Br J Psychiatry. 2014; 204(2):122–128.
11. de Wreede LC, Fiocco M, Putter H. The mstate package for estimation and prediction in non- and semi-parametric multi-stcate and competing risks models. Comput Methods Programs Biomed. 2010; 99(3):261–74.
12. Hougaard P. Multi-state models: a review. Lifetime Data Anal. 1999; 5(3):239–64.
13. Kalbfleisch JD, Prentice RL. The statistical analysis of failure time data. Hoboken, New Jersey: J. Wiley; 2002.
14. Keown-Stoneman C. Multi-state models for accommodating internal covariates in survival analysis. Master’s thesis, The University of Guelph, Ontario, Canada; 2013.
15. Klein JP, Moeschberger ML. Survival analysis: techniques for censored and truncated data. New York: Springer; 2003.
16. McGuffin P, Rijsdijk F, Andrew M, Sham P, Katz R, Cardno A. The heritability of bipolar affective disorder and the genetic relationship to unipolar depression. Arch Gen Psychiatry. 2003; 60(5):497–502.
17. R Core Team. R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2013. http://www.R-project.org/.
18. Therneau, TM, Grambsch PM. Modeling Survival Data: Extending the Cox Model. New York: Springer; 2000.
19. Thompson I, Thrasher JB, Aus G, Burnett AL, Canby-Hagino ED, Cookson MS, et al. Guideline for the management of clinically localized prostate cancer: 2007 update. J Urol. 2007; 177(6):2106–31.
20. Yancy CW, Jessup M, Bozkurt B, Butler J, Casey DE, Drazner MH, et al. 2013 ACCF/AHA guideline for the management of heart failure: a report of the American college of cardiology foundation/American heart association task force on practice guidelines. J Am Coll Cardiol. 2013; 62(16):147–239.