Yinglin Xia – författare
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14 produkter
Applied Microbiome Statistics
Correlation, Association, Interaction and Composition
Av Yinglin Xia, Jun Sun
Inbunden, 2024
2502 kr
Lägg i varukorg
This unique book officially defines microbiome statistics as a specific new field of statistics and addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research. It also defines the study of the microbiome as a hypothesis-driven experimental …
Applied Microbiome Statistics
Correlation, Association, Interaction and Composition
Av Jun Sun, Yinglin Xia
E-bok, 2024
1022 kr
Lägg i varukorg
This unique book officially defines microbiome statistics as a specific new field of statistics and addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research. It also defines the study of the microbiome as a hypothesis-driven experimental …
Applied Microbiome Statistics
Correlation, Association, Interaction and Composition
Av Jun Sun, Yinglin Xia
E-bok, 2024
1022 kr
Lägg i varukorg
This unique book officially defines microbiome statistics as a specific new field of statistics and addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research. It also defines the study of the microbiome as a hypothesis-driven experimental …
Machine Learning for Microbiome Statistics
Av Jun Sun, Yinglin Xia
E-bok, 2026
1015 kr
Lägg i varukorg
Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and …
Machine Learning for Microbiome Statistics
Av Jun Sun, Yinglin Xia
E-bok, 2026
1000 kr
Lägg i varukorg
Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and …
Machine Learning for Microbiome Statistics
Av Yinglin Xia, Jun Sun
Inbunden, 2026
2489 kr
Lägg i varukorg
This unique book aims to address the challenges of machine learning statistics, emphasize the importance of performance valuation by appropriate metrics and independent data, and describe several important concepts of machine learning statistics, such as feature engineering and overfitting.
Microbiome Statistics, Two-Volume Set
Av Yinglin Xia, Jun Sun
2026
4178 kr
Lägg i varukorg
Microbiome Statistics Set addresses the statistical analysis of correlation, association, interaction, and composition in microbiome research and talks about the challenges of machine learning statistics with an emphasis on the importance of performance valuation by appropriate metrics and …
Bioinformatic and Statistical Analysis of Microbiome Data
From Raw Sequences to Advanced Modeling with QIIME 2 and R
Av Yinglin Xia, Jun Sun
Inbunden, 2023
2161 kr
Lägg i varukorg
This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw …
Bioinformatic and Statistical Analysis of Microbiome Data
From Raw Sequences to Advanced Modeling with QIIME 2 and R
Av Jun Sun, Yinglin Xia
E-bok, 2023
3021 kr
Lägg i varukorg
This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw …
Bioinformatic and Statistical Analysis of Microbiome Data
From Raw Sequences to Advanced Modeling with QIIME 2 and R
Av Yinglin Xia, Jun Sun
Häftad, 2024
2161 kr
Lägg i varukorg
This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw …
Statistical Analysis of Microbiome Data with R
Av Yinglin Xia, Jun Sun m. fl.
Inbunden, 2018
1889 kr
Lägg i varukorg
This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors’ research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer …
Statistical Analysis of Microbiome Data with R
Av Ding-Geng Chen, Jun Sun m. fl.
E-bok, 2018
2437 kr
Lägg i varukorg
This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors’ research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer …
Statistical Analysis of Microbiome Data with R
Av Yinglin Xia, Jun Sun m. fl.
Häftad, 2018
1835 kr
Lägg i varukorg
This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors’ research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer …
