Concepedia

Pre-analytic Considerations for Mass Spectrometry-Based Untargeted Metabolomics Data

Dominik Reinhold, Harrison Pielke-Lombardo, Sean Jacobson, Debashis Ghosh, Katerina Kechris

Methods in molecular biology · 2019 · 20 citations · 52 references

DOIFull text

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Concepts

References

52

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

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An Analysis of Transformations

George E. P. Box, David R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1964 · 15.1K citations

, , +14

Adjusting batch effects in microarray expression data using empirical Bayes methods

W. Evan Johnson, Cheng Li, Ariel Rabinovic · Biostatistics · 2006 · 9.1K citations · Full text

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Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls

Jonathan A C Sterne, Ian R. White, John B. Carlin et al. · BMJ · 2009 · 7.2K citations · Full text

, , +16