Morphometrics with R

Morphometrics with R
Автор
 
Год
 
Страниц
 
330
ISBN
 
ISBN10:038777789X
Издатель
 
Springer

Описание:

Quantifying shape and size variation is essential in evolutionary biology and in many other disciplines. Since the "morphometric revolution of the 90s," an increasing number of publications in applied and theoretical morphometrics emerged in the new discipline of statistical shape analysis.

The R language and environment offers a single platform to perform a multitude of analyses from the acquisition of data to the production of static and interactive graphs. This offers an ideal environment to analyze shape variation and shape change. This open-source language is accessible for novices and for experienced users. Adopting R gives the user and developer several advantages for performing morphometrics: evolvability, adaptability, interactivity, a single and comprehensive platform, possibility of interfacing with other languages and software, custom analyses, and graphs. The book explains how to use R for morphometrics and provides a series of examples of codes and displays covering approaches ranging from traditional morphometrics to modern statistical shape analysis such as the analysis of landmark data, Thin Plate Splines, and Fourier analysis of outlines.

The book fills two gaps:

  • The gap between theoreticians and students by providing worked examples from the acquisition of data to analyses and hypothesis testing.
  • The gap between user and developers by providing and explaining codes for performing all the steps necessary for morphometrics rather than providing a manual for a given software or package.

Students and scientists interested in shape analysis can use the book as a reference for performing applied morphometrics, while prospective researchers will learn how to implement algorithms or interfacing R for new methods. In addition, adopting the "R" philosophy will enhance exchanges within and outside the morphometrics community.

Похожие книги

An Introduction to the Physics of Interstellar DustAn Introduction to the Physics of Interstellar Dust
Автор: Endrik Krugel
Год: 2007
Neuropsychology in the Courtroom: Expert Analysis of Reports and TestimonyNeuropsychology in the Courtroom: Expert Analysis of Reports and Testimony
Автор: Andrew J. Elliot, Carol S. Dweck
Год: 2008
Pade Approximation and its ApplicationsPade Approximation and its Applications
Автор: Wuytack.
Год: 1979