Cantitate/Preț
Produs

MATLAB for Chemometricians: Data Handling in Science and Technology, cartea 33

Autor Federico Marini, Alessandra Biancolillo, Jose Manuel Amigo
en Limba Engleză Paperback – 30 noi 2022
MATLAB® for Chemometricians, Volume 33provides a complete introduction to the topic of MATLAB programming. Written by, and for, chemometricians, the book presents a very practical and task-oriented introduction on how to use MATLAB. Programming tips are contextualized within specific chemometric objectives, and each practical section is accompanied by theoretical background that describes the basic chemometrics concepts behind the algorithms for deeper understanding. The book starts from scratch (i.e., descriptions of the basic MATLAB layout and how to perform the most elementary algebraic operations) and leads readers through increasingly demanding tasks.
Programming tricks are introduced when discussing specific problems in a concrete manner. Readers will not only be able to use existing chemometric toolboxes, but also to write and develop their own, even with the possibility of building graphical user interfaces.


  • Provides continuous interexchange among illustration of the main chemometric concepts behind the functions and how to translate theory into fully working tools
  • Includes programming tasks illustrated by different examples and placed in the framework of specific chemometric problems
  • Provides tasks to be performed—along with a presentation and discussion of algorithms—with gradually increasing complexity
Citește tot Restrânge

Din seria Data Handling in Science and Technology

Preț: 90230 lei

Preț vechi: 99154 lei
-9% Nou

Puncte Express: 1353

Preț estimativ în valută:
17268 17990$ 14357£

Carte nepublicată încă

Doresc să fiu notificat când acest titlu va fi disponibil:

Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9780323854283
ISBN-10: 0323854281
Pagini: 492
Ilustrații: Approx. 260 illustrations (195 in full color)
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Data Handling in Science and Technology


Cuprins

Section I Basics1. Introduction to the Matlab environment and data types 2. Simple algebraic operations 3. Basic Matrix Algebra 4. Univariate data analysis and first plotting commands
Section II Multivariate analysis5. From univariate to multivariate linear regression: starting working extensively with matrices 6. Introduction to Experimental Design: Generating factorial designs and 3D plotting 7. PCA and Exploratory analysis: Building model structures and a basic graphical user interface 8. Bilinear calibration (PCR and PLS): More on the algorithmic side 9. Classification: Building decision rules and advanced 2D and 3D plotting
Section III Advanced material10. Multivariate curve resolution: Introducing the ALS algorithm and simple constraints 11. Multi-way modelling: How to deal with multi-way arrays and how to process them 12. Signal processing: Derivatives, noise reduction, alignment 13. Image analysis: what you see and what you can get from it