Schematic of the order of processes to curate the serum clinical chemistry parameters.

مواد مشابهة

• Zoomed-in PCA scores plot of the 3817 complete cases for serum clinical chemistry parameters.
  حسب: Lucy Grigoroff (22656038)
  منشور في: (2025)
• The sparsity of serum parameters pre- and post-batch correction.
  حسب: Lucy Grigoroff (22656038)
  منشور في: (2025)
• Serum sample collection details for all COMET studies.
  حسب: Lucy Grigoroff (22656038)
  منشور في: (2025)
• Combinations of variable inclusion and stratification approaches where X is the clinical chemistry dataset that is missing values. C is the outcome variable, with C_Strata representing separate imputation per group defined in the chosen variable and C_Variable is including the outcome as a variable. Y_All is the remaining metadata not used for stratification. Y_{All + Toxin} is the same as Y_All but with Toxin metadata now included.
  حسب: Lucy Grigoroff (22656038)
  منشور في: (2025)
• External performance metric of imputation bias for varying proportions of missing data for all three types of missingness (MCAR, MAR and MNAR) using imputation methods missForest and MICErf.
  حسب: Lucy Grigoroff (22656038)
  منشور في: (2025)