Probabilistic Modeling in Bioinformatics and Medical Informatics

by Stephen Roberts and Richard Dybowski

Part I Probabilistic Modelling 1 A Leisurely Look at Statistical Inference 2 Introduction to Learning Bayesian Networks from Data 3 A Casual View of Multi-Layer Perceptrons as Probability Models Part II Bioinformatics 4 Introduction to Statistical Phylogenetics 5 Detecting Recombination in DNA Sequence Alignments 6 RNA-Based Phylogenetic Methods 7 Statistical Methods in Microarray Gene Expression Data Analysis 8 Inferring Genetic Regulatory Networks...

• Format: Paperback
• Language: English
• ISBN: 1849969124
• ISBN13: 9781849969123
• Release Date: October 2010
• Publisher: Springer
• Length: 508 Pages
• Weight: 1.61 lbs.
• Dimensions: 1.1" x 6.1" x 9.2"