Biostatistics with R An Introduction to Statistics Through Biological Data /

• Main Author: Shahbaba, Babak (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2012.
• Series: Use R!
• Subjects: Statistics.; Statistics for Life Sciences, Medicine, Health Sciences.

Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation.  The book explains basic statistical concepts with a simple yet rigorous language.  The development of ideas is in the context of real applied problems, f...

Table of Contents:

• Introduction
• Data Exploration
• Exploring Relationships
• Probability
• Random Variables and Probability Distribtions
• Estimation
• Hypothesis Testing
• Testing a Hypothesis on the Relatinoship Between Two Variables
• Analysis of Variance
• Analysis of Categorial Variables
• Regression Analysis
• Clustering
• Bayesian Analysis.