Repository for article titled "Not Just ``Big'' Data: Importance of Sample Size, Measurement Error, and Uninformative Predictors for Developing Prognostic Models for Digital Interventions."
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11 to 16 of 16 Results
Simulation Results Tables
Jan 13, 2022
Shumake, Jason, 2021, "Simulation Results Tables", https://doi.org/10.18738/T8/ZQLXF3, Texas Data Repository, V2
Data used in simulation figures.
Analysis Code
Jan 13, 2022
Jason Shumake, 2021, "Analysis Code", https://doi.org/10.18738/T8/Y9HKXG, Texas Data Repository, V2
Analysis code used to create the simulations presented in the paper.
simulate-no-error.R
Jan 13, 2022 - Analysis Code
R Syntax - 5.1 KB - MD5: 59ee9a7b5ce38ce305c2c0c9c2c2a481
simulate.R
Jan 13, 2022 - Analysis Code
R Syntax - 5.1 KB - MD5: 094c9c3624d8d8c0073b8926a1d42c35
Sample_Size_Requirements_for_Predictive_Models_in_Digital_Mental_Health.pdf
Sample_Size_Requirements_for_Predictive_Models_in_Digital_Mental_Health.pdf
Jun 18, 2021 - Manuscript pre-print
Adobe PDF - 1.8 MB - MD5: 747d7426fadea8ca2ffbbe418a475467
simulate-big.R
Jun 18, 2021 - Analysis Code
R Syntax - 4.6 KB - MD5: 07fe4bf25afafb0e871e295932b16d16
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