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Skip search results from other journals and go to results- 1385 Journal of Medical Internet Research
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The probability of transitioning into each hidden state at time t is dependent on the previous hidden state, and is given by:
Where the elements of A are each of the transition probabilities such that Amn ≡ p(ztn = 1|zt-1,m = 1, ct) denotes the probability of transitioning from state m to state n at time t and we make it explicit that this can depend on a vector of time-varying covariates ct.
In addition, other measures can be calculated from the hidden state sequence itself.
J Med Internet Res 2025;27:e64007
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Longitudinal plot of a representative 3-week interval of minute-level metabolic equivalent of task (MET) data (left) from (A) 1 female individual (F, blue) and (B) 1 male individual (M, red), with the histogram of the MET values for each separated by awake (light) and asleep (dark) values (right). MET values were examined at minute-level resolution.
J Med Internet Res 2025;27:e66231
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Reference 62: Theories applied to m-Health interventions for behavior change in low- and middle-income
J Med Internet Res 2025;27:e63111
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A Social Media Study of Portrayals of Bipolar Disorders on YouTube: Content and Thematic Analyses
J Med Internet Res 2025;27:e67129
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., M, with M being a predetermined upper limit. The selection procedure starts from an initial model including all main effects and works in the following way for each value of k:
Generate nc candidate variable additions obtained from the current model by adding a single k-way interaction to an already existing (k – 1)–way interaction, also adding necessary lower hierarchical terms.
JMIR Cardio 2025;9:e57749
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