After over fifteen years of research and trial and error, micromap designs have evolved to the point where they are slowly finding their way into mainstream statistical visualizations. Now seems to be a good time to pull all of the work together into a book in order to introduce micromaps to a wide range of people interested in...

From prehistoric times, mankind has looked up at the night sky, and puzzled at the changing positions of the stars. How far away they are is a question that has confounded scientists for centuries. Over the last few hundred years, many scientific careers – and considerable resources – have been devoted to measuring their positions...

Kernel smoothing refers to a general methodology for recovery of underlying structure in data sets. The basic principle is that local averaging or smoothing is performed with respect to a kernel function.

This book provides uninitiated readers with a feeling for the principles, applications, and analysis of kernel smoothers....

Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methods―K-Means for partitioning and Ward's method for hierarchical clustering―have lacked the...

Shows how R can be used to solve bioinformatics and computational biology problems
Due to its data handling and modeling capabilities as well as its flexibility, R is becoming the most widely used software in bioinformatics. R Programming for Bioinformatics explores the programming skills needed to use this...

Although not a book on MATLAB, the use of MATLAB has been enhanced in the fourth edition....

Age-Period-Cohort Analysis: New Models, Methods, and Empirical Applications is based on a decade of the authors’ collaborative work in age-period-cohort (APC) analysis. Within a single, consistent HAPC-GLMM statistical modeling framework, the authors synthesize APC models and methods for three research designs:...