Direction of dependence analysis for pre-post assessments using non-Gaussian methods: a tutorial.

Tom H RosenströmNikolai O CzajkowskiOle Andre SolbakkenSuoma E Saarni

Published in: Psychotherapy research : journal of the Society for Psychotherapy Research (2023)

A powerful new tool was presented to investigate the process of psychotherapy using observational data. Application to patient data suggested that depression symptoms and functioning may reciprocate or reflect third variables instead of one predominantly driving the other during psychotherapy.

Keyphrases

electronic health record
big data
sleep quality
depressive symptoms
case report
posttraumatic stress disorder
data analysis
borderline personality disorder
physical activity
cross sectional
artificial intelligence