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- W2895519180 endingPage "75" @default.
- W2895519180 startingPage "43" @default.
- W2895519180 abstract "In this chapter, we first introduce and discuss the themes and statistical hypothesesStatistical hypotheses in human microbiome studies in Sect. 3.1. Then, we overview the classic statistical methods and modelsStatistical methods and models for microbiomeMicrobiome studies in Sect. 3.2. In Sect. 3.3, we introduce the newly developed multivariate statistical methodsMultivariate statistical methods . Section 3.4 introduces the compositional analysisCompositional analysis of microbiome dataMicrobiome data . In Sect. 3.5, we discuss the longitudinal data analysis and causal inferenceLongitudinal data analysis and causal inference in microbiome studies. In Sect. 3.6, we introduce some statistical packages for analyzing microbiome data. Finally, we cover the limitations of existing statistical methods and future development in Sect. 3.7." @default.
- W2895519180 created "2018-10-12" @default.
- W2895519180 creator A5008127339 @default.
- W2895519180 creator A5032575460 @default.
- W2895519180 creator A5049354530 @default.
- W2895519180 date "2018-01-01" @default.
- W2895519180 modified "2023-09-27" @default.
- W2895519180 title "Introductory Overview of Statistical Analysis of Microbiome Data" @default.
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