Bayesian joint longitudinal and survival modeling of bipolar symptom burden and time to symptomatic recovery of patients with bipolar disorder at Jimma University Medical Center, Jimma, Ethiopia

Bayesian joint longitudinal and survival modeling of bipolar symptom burden and time to symptomatic recovery of patients with bipolar disorder at Jimma University Medical Center, Jimma, Ethiopia

Abstract Background Bipolar disorder is a mental health problem that primarily affects mood. Symptoms of bipolar disorder are extreme irritability or agitation, a period of feeling empty, loss of interest in usual activities, sleep problems Etc. Symptomatic recovery is a dimensional measure that ref...

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Bibliographic Details
Main Authors: Tefera Fufa Kulute, Geremew Muleta Akessa, Demeke Kifle
Format: Article
Language:English
Published: BMC 2025-04-01
Series:BMC Psychiatry
Subjects:
Bipolar disorder
Bayesian joint modeling of longitudinal and survival time
Generalized linear mixed models
Cox regression model
Shared parameters
Online Access:https://doi.org/10.1186/s12888-025-06776-6
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