Environmental Chemometrics: Principles and Modern Applications, 1st Edition (e-Book) book cover

Environmental Chemometrics

Principles and Modern Applications, 1st Edition

By Grady Hanrahan

CRC Press

310 pages

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Paperback: 9780367386344
pub: 2019-10-21
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Description

Multivariate, heterogeneous data has been traditionally analyzed using the "one at a time" variable approach, often missing the main objective of discovering the relationships among multiple variables and samples. Enter chemometrics, with its powerful tools for design, analysis, and data interpretation of complex environmental systems. Delineating

Table of Contents

PREFACE. TABLE OF CONTENTS. GLOSSARY OF KEY TERMS AND SYMBOLS. CHAPTERS. Introduction. Basic Statistics and Quantitative Figures of Merit. Experimental Design and Optimization Techniques. Environmental Sampling & Monitoring Strategies - and Experimental Design Approach. Multivariate Analysis of Environmental Data. Time-Series of Environmental Data. Quality Assurance/Control and Method Validation. SUBJECT INDEX. SOLUTIONS TO CHAPTER PROBLEMS. APPENDICES: EXPANDED DATA SETS FOR RESEARCH APPLICATIONS PRESENTED IN THE VARIOUS CHAPTERS.

Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General
SCI013000
SCIENCE / Chemistry / General
SCI013010
SCIENCE / Chemistry / Analytic