Execution time of the BMDD algorithm.

Execution time of the BMDD algorithm.

<p>(R version: 4.3.1 (2023-06-16); Platform: aarch64-apple-darwin20; CPU: Apple M2 Max; Memory: 32 GB). The y-axis represents the time (in seconds) that the BMDD algorithm needs to finish one iteration.</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Huijuan Zhou (5745020) (author)
مؤلفون آخرون: Jun Chen (4238) (author), Xianyang Zhang (2592901) (author)
منشور في: 2025
الموضوعات:
Microbiology
Genetics
Ecology
Inorganic Chemistry
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
uses variational inference
reconstructing true abundances
real microbiome datasets
multiple posterior samples
microbiome sequencing data
microbial biomarker discovery
excessive zeros arising
differential abundance analysis
bimodal abundance distribution
assume unimodal abundance
computationally efficient solution
efficient imputation
taxa via
scalable expectation
require log
probabilistic framework
method offers
maximization algorithm
insufficient sampling
inherently sparse
downstream analyses
dirichlet priors
broadly applicable
biological absence
analyzing high
accurate imputation
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