Statistical Methods in Human Genetics
This book provides an overview of statistical concepts and basic methodology for the study of genetics of human traits and diseases. It attempts to provide a step-by-step description of problem identification, study design, methodology of data collection, data exploration, data summarization and vis...
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| 主要な著者: | , |
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| 団体著者: | |
| フォーマット: | 電子媒体 eBook |
| 言語: | 英語 |
| 出版事項: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2023.
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| 版: | 1st ed. 2023. |
| シリーズ: | Indian Statistical Institute Series,
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| 主題: | |
| オンライン･アクセス: | https://doi.org/10.1007/978-981-99-3220-7 |
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目次:
- Introduction to analysis of human genetic data
- Basic understanding of single gene expression data
- Basic probability theory and inference
- Analysis of single gene expression data
- Analysis of gene expression data in a dependent set up
- Tying genomes with disease
- Some extensions of genetic association study
- Exploring multivariate data.