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양극성 장애 환자의 기분 전환 현상 연구를 위한 다단계 모형의 적용The Application of Multi-State Model to the Bipolar Disorder Study

Other Titles
The Application of Multi-State Model to the Bipolar Disorder Study
Authors
김양진김창윤강시현
Issue Date
Nov-2007
Publisher
한국통계학회
Keywords
Bipolar disorder; antidepressant; multi-state model; Illness-death model; transition probability; counting process.
Citation
응용통계연구, v.20, no.3, pp 449 - 458
Pages
10
Journal Title
응용통계연구
Volume
20
Number
3
Start Page
449
End Page
458
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/8110
ISSN
1225-066X
2383-5818
Abstract
Bipolar disorder, also known as manic-depressive illness, is a brain disorder thatcauses unusual shifts in person’s mood, energy, and ability to function. Compared withmanic episode, the depression episode causes more serious results uch as restless, lossof interest or pleasure, or thoughts of death or suicide and the cure rate of depressionepisode is lower than that of manic episode. Furthermore, a long term use of antide-pressants in bipolar patients may result in manic episode. Our interest is to investigatethe eect of antidepressant on switch of mods of bipolar patients and to estimate thetransition probabilities of switch between mods, depression and (hypo) manic. In thisstudy, three approaches are applied in terms of multi state model. Parametric modelis applied using left censoring data and nonparametric model is implemented under
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