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Nicholas C. Jacobson
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Posts
Digital Phenotyping Mood Disorders Reproducible R Code
DTVEM Package Illustration
Publications
Depressive Symptoms as a Heterogeneous and Constantly Evolving Dynamical System: Idiographic Depressive Symptom Networks of Rapid Symptom Changes among Persons with Major Depressive Disorder
Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward
Detecting Major Depressive Disorder Presence Using Passively-Collected Wearable Movement Data in a Nationally-Representative Sample
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones
Using Digital Phenotyping to Capture Depression Symptom Variability: Detecting Naturalistic Variability in Depression Across One Year Using Passively-Collected Wearable Movement and Sleep Data
Talks
Uncovering When Dynamic Variables Optimally Predict One Another in Intensive Longitudinal Data using Novel Personalized Modeling Strategies
The Differential Time-Varying Effect Model (DTVEM): A Tool for Diagnosing Optimal Measurement and Modeling Intervals in Longitudinal Data
It's time to ask when: Investigating the timing of dynamics in intensive longitudinal data
Compliance Thresholds in Intensive Longitudinal Data: Worse than Listwise Deletion
Projects
Mood Triggers
The Differential Time Varying Effect Model
Using Intensive Longitudinal Data to Study Affective Dynamics
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