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This comprehensive book offers modern, high volume approaches to data collection, processing, and analysis for molecular and cell biology. After an introduction to experimental simulation and Monte Carlo methods, it presents advanced techniques for automating image data analysis from high volume, high information content experiments and genetics screens. The book features examples of statistical learning methods for automated multivariate analysis. It also includes exercises and provides MATLAB®, C, and Java codes in the text and online.