Comparison of the performance of TphPMF with other imputation methods in Simulation 1 and Simulation 2.

<p><b>A.</b> Mean squared error (MSE) between imputed and complete data (Performed 100 iterations). <b>B.</b> The mean Pearson correlation between imputed and complete data across all taxa (Performed 100 iterations). <b>C.</b> Distribution of taxa abundance...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Xinyu Han (2237545) (author)
مؤلفون آخرون: Kai Song (107003) (author)
منشور في: 2025
الموضوعات:
الوسوم: إضافة وسم
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الوصف
الملخص:<p><b>A.</b> Mean squared error (MSE) between imputed and complete data (Performed 100 iterations). <b>B.</b> The mean Pearson correlation between imputed and complete data across all taxa (Performed 100 iterations). <b>C.</b> Distribution of taxa abundance mean/sd in imputed and complete data, along with the Wasserstein distance between them. <b>D.</b> Relationship between the mean and sd of taxa abundance in imputed data and complete data.</p>