TY - BOOK AU - Barah,Pankaj AU - Bhattacharyya,Dhruba K. AU - Kalita,Jugal Kumar TI - Gene expression data analysis: a statistical and machine learning perspective SN - 9780429322655 AV - QH450 U1 - 572.8/65 23 PY - 2022/// CY - Boca Raton PB - Chapman & Hall/CRC Press KW - Gene expression KW - Statistical methods KW - Data processing KW - Machine learning KW - COMPUTERS / General KW - bisacsh KW - COMPUTERS / Computer Science KW - COMPUTERS / Bioinformatics N1 - 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 N2 - "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"-- UR - https://www.taylorfrancis.com/books/9780429322655 UR - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf ER -