Gene expression data analysis a statistical and machine learning perspective / Pankaj Barah, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita.
| Author/creator | Barah, Pankaj |
| Other author | Bhattacharyya, Dhruba K. |
| Other author | Kalita, Jugal Kumar. |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : Chapman & Hall/CRC Press, 2022. |
| Description | pages cm |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Contents | Information flow in biological systems -- Gene expression data generation -- Statistical foundations and machine learning -- Coexpression analysis --Differential expression analysis -- Tools and systems -- Concluding remarks and research challenges. |
| Abstract | "The book introduces phenomenal growth of data generated by increasing numbers of genome sequencing projects and other throughput technology-led experimental efforts. It provides information about various sources of gene expression data, and pre-processing, analysis, and validation of such data"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2021012278 |
| ISBN | 9780367338893 (hardback) |
| ISBN | 9781032055756 (paperback) |
| ISBN | (ebook) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |