Code: 04894635

Multivariate Calibration

Name: Multivariate Calibration
Brand: John Wiley & Sons Inc
SKU: 04894635
Price: 411.39 EUR
Availability: InStock

by Harald Martens, Tormod Nas

Language: English
Binding: Paperback
Number of pages: 438
Publisher: John Wiley & Sons Inc, 1991
More about this

411.39 €

In stock at our supplier
Shipping in 15 - 20 days

Add to wishlist

Childbirth without Fear
36.42 €
Buy
Recorder from the Beginning: Bk. 1: Pupil's Book
8.64 € -20 %
Buy
Scientific Culture and the Making of the Industrial West
125.28 €
Buy
Inside the House
71.34 €
Buy
Kingdom of the Scots
39.04 € -9 %
Buy
Development of University-Based Entrepreneurship Ecosystems
118.74 € -9 %
Buy

Give this book as a present today

Order book and choose Gift Order.
We will send you book gift voucher at once. You can give it out to anyone.
Book will be send to donee, nothing more to care about.

Book gift voucher sample Read more

You get 1034 loyalty points

Book synopsis

Multivariate Calibration Harald Martens, Chemist, Norwegian Food Research Institute, Aas, Norway and Norwegian Computing Center, Oslo, Norway Tormod Nas, Statistician, Norwegian Food Research Institute, Aas, Norway The aim of this inter-disciplinary book is to present an up-to-date view of multivariate calibration of analytical instruments, for use in research, development and routine laboratory and process operation. The book is intended to show practitioners in chemistry and technology how to extract the quantitative and understandable information embedded in non-selective, overwhelming and apparently useless measurements by multivariate data analysis. Multivariate calibration is the process of learning how to combine data from several channels, in order to overcome selectivity problems, gain new insight and allow automatic outlier detection. Multivariate calibration is the basis for the present success of high-speed Near-Infrared (NIR) diffuse spectroscopy of intact samples. But the technique is very general: it has shown similar advantages in, for instance, UV, Vis, and IR spectrophotometry, (transmittance, reflectance and fluorescence), for x-ray diffraction, NMR, MS, thermal analysis, chromatography (GC, HPLC) and for electrophoresis and image analysis (tomography, microscopy), as well as other techniques. The book is written at two levels: the main level is structured as a tutorial on the practical use of multivariate calibration techniques. It is intended for university courses and self-study for chemists and technologists, giving one complete and versatile approach, based mainly on data compression methodology in self-modelling PLS regression, with considerations of experimental design, data pre-processing and model validation. A second, more methodological, level is intended for statisticians and specialists in chemometrics. It compares several alternative calibration methods, validation approaches and ways to optimize the models. The book also outlines some cognitive changes needed in analytical chemistry, and suggests ways to overcome some communication problems between statistics and chemistry and technology.