A Bayesian hierarchical Hawkes model with edge correction estimates a population branching factor of 0.742 for aggressive behavior onsets in autistic inpatient youth, roughly 17% below the pooled model estimate.
Conducting research with minimally verbal participants with autism spectrum disorder
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Hierarchical Temporal Point Process Modeling of Aggressive Behavior Onset in Psychiatric Inpatient Youth with Autism for Branching Factor Estimation
A Bayesian hierarchical Hawkes model with edge correction estimates a population branching factor of 0.742 for aggressive behavior onsets in autistic inpatient youth, roughly 17% below the pooled model estimate.