๐”– Scriptorium
โœฆ   LIBER   โœฆ
๐Ÿ“

Chemometrics with R multivariate data analysis in the natural sciences and life sciences

โœ Scribed by Wehrens, Ron

Publisher
Springer
Year
2011
Tongue
English
Leaves
289
Series
Use R!
Category
Library
โฌ‡  Acquire This Volume

No coin nor oath required. For personal study only.

โœฆ Synopsis

pt. 1. Preliminaries -- pt. 2. Exploratory analysis -- pt. 3. Modelling -- pt. 4. Model inspection -- pt. 5. Applications -- pt. 6. Appendices.;This text offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a complete description of the general data analysis paradigm, from exploratory analysis to modeling to validation. Several more specific topics from the area of chemometrics are included in a special section. The corresponding R code is provided for all the examples in the book; scripts, functions and data are available in a separate, publicly available R package.

โœฆ Table of Contents

pt. 1. Preliminaries --
pt. 2. Exploratory analysis --
pt. 3. Modelling --
pt. 4. Model inspection --
pt. 5. Applications --
pt. 6. Appendices.

โœฆ Subjects

Chemometrics;Computer Appl. in Life Sciences;Computer Applications in Chemistry;Life Sciences;R (Computer program language);SCIENCE--Chemistry--Analytic;Statistics for Life Sciences, Medicine, Health Sciences;Electronic books;SCIENCE -- Chemistry -- Analytic

๐Ÿ“œ SIMILAR VOLUMES

Chemometrics with R: Multivariate Data A
๐Ÿ“ Chemometrics with R: Multivariate Data Analysis in the Natural Sciences and Life Sciences
โœ Ron Wehrens (auth.) ๐Ÿ“‚ Library ๐Ÿ“… 2011 ๐Ÿ› Springer-Verlag Berlin Heidelberg ๐ŸŒ English

<p>"Chemometrics with R" offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a complete description of the general data analysis paradigm, from exploratory analysis to modeling to validation. Several more specific topics from the area of

Chemometrics with R: Multivariate Data A
๐Ÿ“ Chemometrics with R: Multivariate Data Analysis in the Natural Sciences and Life Sciences
โœ Ron Wehrens (auth.) ๐Ÿ“‚ Library ๐Ÿ“… 2011 ๐Ÿ› Springer-Verlag Berlin Heidelberg ๐ŸŒ English

<p>"Chemometrics with R" offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a complete description of the general data analysis paradigm, from exploratory analysis to modeling to validation. Several more specific topics from the area of

Chemometrics with R: Multivariate Data A
๐Ÿ“ Chemometrics with R: Multivariate Data Analysis in the Natural and Life Sciences
โœ Ron Wehrens ๐Ÿ“‚ Library ๐Ÿ“… 2020 ๐Ÿ› Springer ๐ŸŒ English

This book offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (cl

Data analysis for the life sciences with
๐Ÿ“ Data analysis for the life sciences with R
โœ Irizarry, Rafael A.; Love, Michael I ๐Ÿ“‚ Library ๐Ÿ“… 2017 ๐Ÿ› Chapman and Hall/CRC ๐ŸŒ English

This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from relatively basic concepts related to computed p-values to advanced topics related to analyzing highthroughput data. They include the R code t