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Functional Principal Component Analysis for Continuous Non-Gaussian, Truncated, and Discrete Functional Data
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Association Between Electronic Diary--Rated Sleep, Mood, Energy, and Stress With Incident Headache in a Community-Based Sample
Article featured at CNN, Nat Geo, NIH Director’s blog and others
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Specificity of affective dynamics of bipolar and major depressive disorder
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Objectively assessed sleep and physical activity in depression subtypes and its mediating role in their association with cardiovascular risk factors
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Modeling Multivariate Spatial Dependencies Using Graphical Models
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Integrative Modeling of Accelerometry-Derived Sleep, Physical Activity, and Circadian Rhythm Domains With Current or Remitted Major Depression
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Covariance Estimation and Principal Component Analysis for Mixed-Type Functional Data with application to mHealth in Mood Disorders
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Semiparametric gaussian copula regression modeling for mixed data types (sgcrm)
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Jan 1, 2022
Graphical Gaussian process models for highly multivariate spatial data
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Jan 1, 2022