jamieyap

CATIE2023_vMods

College-to-Work-Transition-Study

This repository contains code for curating data and testing hypotheses relating to the College-to-Work Transition study.

CountSMART

This repository contains code to estimate sample size needed to compare dynamic treatment regimens using longitudinal count outcomes from a Sequential Multiple Assignment Randomized Trial (SMART).

mbridge-randomized-trial

This repository contains code and documentation for curating data and testing hypotheses relating to the MBRIDGE micro-randomized trial.

PNS

Code and accompanying documentation within this repository focuses on curation of intensive longitudinal data (ILD) from EMA questionnaires from both pre- and post- quit periods; other data collected during the conduct of the study are beyond the scope of this repository and accompanying documentation.

power-calc-mars-mrt

The material in this repository is a supplement to the manuscript titled `The Mobile-Assistance for Regulating Smoking (MARS) Micro-Randomized Trial Design Protocol' (Nahum-Shani, et al., 2021), submitted for consideration to the Journal of Contemporary Clinical Trials. The material include code and documentation for the power calculation for the Primary Aim and Secondary Aim of the trial.

S2S-sMRT

Creating curated datasets for analyses and estimation of treatment effects for the Sense2Stop stratified micro-randomized trial.

SARA

This repository contains code for performing curation and analysis of SARA Micro-Randomized Trial data and documentation.

smarter-weight-loss

This repository contains code for assessing the performance of various classification rules for determining whether a participant offered only an APP-based intervention would be considered an early non-responder.

working-with-data-workshops

This repository contains code and material for the Working With Data Workshop.

jamieyap/mbridge-randomized-trial

This repository contains code and documentation for curating data and testing hypotheses relating to the MBRIDGE micro-randomized trial.

jamieyap/PNS

Code and accompanying documentation within this repository focuses on curation of intensive longitudinal data (ILD) from EMA questionnaires from both pre- and post- quit periods; other data collected during the conduct of the study are beyond the scope of this repository and accompanying documentation.

jamieyap/SARA

This repository contains code for performing curation and analysis of SARA Micro-Randomized Trial data and documentation.

jamieyap/smarter-weight-loss

This repository contains code for assessing the performance of various classification rules for determining whether a participant offered only an APP-based intervention would be considered an early non-responder.

jamieyap/CATIE2023_vMods

jamieyap/College-to-Work-Transition-Study

This repository contains code for curating data and testing hypotheses relating to the College-to-Work Transition study.

jamieyap/CountSMART

This repository contains code to estimate sample size needed to compare dynamic treatment regimens using longitudinal count outcomes from a Sequential Multiple Assignment Randomized Trial (SMART).

jamieyap/power-calc-mars-mrt

The material in this repository is a supplement to the manuscript titled `The Mobile-Assistance for Regulating Smoking (MARS) Micro-Randomized Trial Design Protocol' (Nahum-Shani, et al., 2021), submitted for consideration to the Journal of Contemporary Clinical Trials. The material include code and documentation for the power calculation for the Primary Aim and Secondary Aim of the trial.

jamieyap/S2S-sMRT

Creating curated datasets for analyses and estimation of treatment effects for the Sense2Stop stratified micro-randomized trial.

jamieyap/working-with-data-workshops

This repository contains code and material for the Working With Data Workshop.

jamieyap/MI-SafeCope

This repository contains code to construct features from intensive longitudinal data collected from youth at risk of suicide and calculate AUC using repeated stratified cross validation.