Gene Expression Data Analysis: A Statistical and Machine Learning Perspective

by Pankaj Barah, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita

Development of high-throughput technologies in molecular biology during the last two decades has contributed to the production of tremendous amounts of data. Microarray and RNA sequencing are two such widely used high-throughput technologies for simultaneously monitoring the expression patterns of thousands of genes. Data produced from such experiments are voluminous (both in dimensionality and numbers of instances) and evolving in nature. Analysis...

• Format: Hardcover
• Language: English
• ISBN: 0367338890
• ISBN13: 9780367338893
• Release Date: November 2021
• Publisher: CRC Press
• Length: 360 Pages
• Weight: 1.56 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"