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Bioinformatic and Statistical Analysis of Microbiome Data [[electronic resource] ] : From Raw Sequences to Advanced Modeling with QIIME 2 and R / / by Yinglin Xia, Jun Sun
| Bioinformatic and Statistical Analysis of Microbiome Data [[electronic resource] ] : From Raw Sequences to Advanced Modeling with QIIME 2 and R / / by Yinglin Xia, Jun Sun |
| Autore | Xia Yinglin |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (716 pages) |
| Disciplina | 576 |
| Soggetto topico |
Bioinformatics
Biometry Big data Mathematical statistics - Data processing Biotechnology Biomedical engineering Biostatistics Big Data Statistics and Computing Biomedical Engineering and Bioengineering |
| Soggetto non controllato |
Microbiology
Science |
| ISBN |
9783031213915
9783031213908 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Introduction to Linux and Unix -- Chapter 2. Introduction to R, Rstudio -- Chapter 3. Bioinformatic Analysis of Next-Generation Sequencing -- Chapter 4. Bioinformatic Analysis of Metagenomics -- Chapter 5. Alpha Diversity -- Chapter 6. Beta Diversity -- Chapter 7. Differential Abundance Analysis -- Chapter 8. Analyzing Zero-Inflated Microbiome Data -- Chapter 9. Compositional Analysis of Microbiome Data -- Chapter 10. Longitudinal Data Analysis of Microbiome -- Chapter 11. Meta-analysis of Microbiome Data (optional). |
| Record Nr. | UNISA-996547956503316 |
Xia Yinglin
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Bioinformatic and Statistical Analysis of Microbiome Data : From Raw Sequences to Advanced Modeling with QIIME 2 and R / / by Yinglin Xia, Jun Sun
| Bioinformatic and Statistical Analysis of Microbiome Data : From Raw Sequences to Advanced Modeling with QIIME 2 and R / / by Yinglin Xia, Jun Sun |
| Autore | Xia Yinglin |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (716 pages) |
| Disciplina |
576
579.17 |
| Soggetto topico |
Bioinformatics
Biometry Big data Mathematical statistics - Data processing Biotechnology Biomedical engineering Biostatistics Big Data Statistics and Computing Biomedical Engineering and Bioengineering |
| Soggetto non controllato |
Microbiology
Science |
| ISBN |
9783031213915
9783031213908 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1. Introduction to Linux and Unix -- Chapter 2. Introduction to R, Rstudio -- Chapter 3. Bioinformatic Analysis of Next-Generation Sequencing -- Chapter 4. Bioinformatic Analysis of Metagenomics -- Chapter 5. Alpha Diversity -- Chapter 6. Beta Diversity -- Chapter 7. Differential Abundance Analysis -- Chapter 8. Analyzing Zero-Inflated Microbiome Data -- Chapter 9. Compositional Analysis of Microbiome Data -- Chapter 10. Longitudinal Data Analysis of Microbiome -- Chapter 11. Meta-analysis of Microbiome Data (optional). |
| Record Nr. | UNINA-9910725100103321 |
|
Xia Yinglin
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Statistical Analysis of Microbiome Data with R / / by Yinglin Xia, Jun Sun, Ding-Geng Chen
| Statistical Analysis of Microbiome Data with R / / by Yinglin Xia, Jun Sun, Ding-Geng Chen |
| Autore | Xia Yinglin |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (518 pages) |
| Disciplina | 579.16 |
| Collana | ICSA Book Series in Statistics |
| Soggetto topico |
Mathematical statistics - Data processing
Biometry Big data Statistics and Computing Biostatistics Big Data |
| ISBN | 981-13-1534-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Introduction to R, RStudio and ggplot2 -- Chapter 2: What are Microbiome Data? -- Chapter 3: Bioinformatic and Statistical Analyses of Microbiome Data -- Chapter 4: Power and Sample Size Calculation in Hypothesis Testing Microbiome Data -- Chapter 5: Microbiome Data Management -- Chapter 6: Exploratory Analysis of Microbiome Data -- Chapter 7: Comparisons of Diversities, OTUs and Taxa among Groups -- Chapter 8: Community Composition Study -- Chapter 9: Modeling Over-dispersed Microbiome Data -- Chapter 10: Linear Regression Modeling metadata -- Chapter 11: Modeling Zero-Inflated Microbiome Data. |
| Record Nr. | UNINA-9910300110903321 |
|
Xia Yinglin
|
||
| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||