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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Sample_Size_Requirements_for_Predictive_Models_in_Digital_Mental_Health_V2.pdf
Sample_Size_Requirements_for_Predictive_Models_in_Digital_Mental_Health_V2.pdf
Jan 24, 2022 - Manuscript pre-print
Adobe PDF - 1.7 MB - MD5: 12c315b65105af643b6d0aeb3b60c7b0
Revised version of manuscript
error_auc.png
error_auc.png
Jan 13, 2022 - Figures
PNG Image - 519.3 KB - MD5: 9b6db3422c86fb70523ebb9b0a3bb69f
error_logloss.png
error_logloss.png
Jan 13, 2022 - Figures
PNG Image - 549.5 KB - MD5: 24f8a8635f081e28e87988efe3e27526
error_r2.png
error_r2.png
Jan 13, 2022 - Figures
PNG Image - 506.1 KB - MD5: 8016de6cd1ef81f6c0de44c869996cf2
example_rf_tree.png
example_rf_tree.png
Jan 13, 2022 - Figures
PNG Image - 620.0 KB - MD5: 1cee9c2788e782d15c9cd8feb6ffe1e4
noise-pred-auc.png
noise-pred-auc.png
Jan 13, 2022 - Figures
PNG Image - 228.4 KB - MD5: 824c3ac7d204a672f84cddffe38cc650
noise-pred-logloss.png
noise-pred-logloss.png
Jan 13, 2022 - Figures
PNG Image - 255.7 KB - MD5: e92276fee52c620ed4a9b706ae7cae5f
noise-pred-r2.png
noise-pred-r2.png
Jan 13, 2022 - Figures
PNG Image - 392.2 KB - MD5: 134b6b939d6d762cf6a34c027c2eb442
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
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