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dwjoyce

Dan Joyce

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Treatment Resistance in Schizophrenia using CATIE
Predictive modelling notebook, using boosting / trees.
Treatment Resistance in Schizophrenia using CATIE
Missing data analyses
Treatment Resistance in Schizophrenia using CATIE
Notebook describing the descriptive (survival, incidence) and inferential analyses
FEP predictors using Boosting
An analysis of FEP prediction using cross-validation, boosting, and then permutation tests for statistical significance of the resulting classifier performance
FEP predictors - inferential analyses
Attempting to use inferential approach to find associations on first episode --> TRS. Note, no CV used and results largely focused on feature selection (including / excluding variables that cause a classic GLM to fail)