Collection
Special Issue: Medical Device Data
This special issue is dedicated to analysis of medical device data. We are very excited to include twelve interesting papers, representing a wide range of topics in terms of types of devices, scientific context and relevant statistical methodologies.
Editors
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Jaroslaw Harezlak
PhD, Department of Epidemiology and Biostatistics, School of Public Health-Bloomington, Indiana University, USA
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Chongzhi Di
PhD, Biostatistics Program, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, USA
Articles (12 in this collection)
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A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers
Authors (first, second and last of 5)
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Differentiating Between Walking and Stair Climbing Using Raw Accelerometry Data
Authors (first, second and last of 6)
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Joint and Individual Representation of Domains of Physical Activity, Sleep, and Circadian Rhythmicity
Authors (first, second and last of 11)
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Modeling Temporal Variation in Physical Activity Using Functional Principal Components Analysis
Authors (first, second and last of 10)
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Accelerometry Data in Health Research: Challenges and Opportunities
Authors (first, second and last of 9)
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Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials
Authors (first, second and last of 5)
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Measuring Variability in Rest-Activity Rhythms from Actigraphy with Application to Characterizing Symptoms of Depression
Authors (first, second and last of 6)
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Functional Data Analyses of Gait Data Measured Using In-Shoe Sensors
Authors (first, second and last of 8)
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Hot Deck Multiple Imputation for Handling Missing Accelerometer Data
Authors (first, second and last of 8)
