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Network structure of time‐varying depressive symptoms through dynamic time warp analysis in late‐life depression

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Late‐life major depressive disorder (MDD) can be conceptualized as a complex dynamic system. However, it is not straightforward how to analyze the covarying depressive symptoms over time in case of… Click to show full abstract

Late‐life major depressive disorder (MDD) can be conceptualized as a complex dynamic system. However, it is not straightforward how to analyze the covarying depressive symptoms over time in case of sparse panel data. Dynamic time warping (DTW) analysis may yield symptom networks and dimensions both at the patient and group level.

Keywords: time; dynamic time; late life; depressive symptoms; analysis

Journal Title: International Journal of Geriatric Psychiatry
Year Published: 2022

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