The Resource Chemometrics : data analysis for the laboratory and chemical plant, Richard Brereton

Chemometrics : data analysis for the laboratory and chemical plant, Richard Brereton

Label
Chemometrics : data analysis for the laboratory and chemical plant
Title
Chemometrics
Title remainder
data analysis for the laboratory and chemical plant
Statement of responsibility
Richard Brereton
Creator
Subject
Language
eng
Summary
This title is aimed at people who need to use chemometrics but do not wish to understand complex mathematics. It includes worked problems and two dedicated chapters explaining how to analyse data sets using the most common chemometrics packages
Cataloging source
DLC
http://library.link/vocab/creatorName
Brereton, Richard G
Illustrations
illustrations
Index
index present
LC call number
QD75.4.S8
LC item number
B74 2003
Literary form
non fiction
NAL call number
QD75.4.S8
NAL item number
B74 2003
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • Chemometrics
  • Chemical processes
  • Chemistry, Analytic
  • Data-analyse
  • Statistische methoden
  • Chemische technologie
  • Chemometrie
  • Industriële processen
  • Quimiometria
  • Chemometrie
Label
Chemometrics : data analysis for the laboratory and chemical plant, Richard Brereton
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 12-13) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Factorial Designs
  • Full Factorial Designs
  • Fractional Factorial Designs
  • Plackett-Burman and Taguchi Designs
  • Partial Factorials at Several Levels: Calibration Designs
  • Central Composite or Response Surface Designs
  • Setting Up the Design
  • Degrees of Freedom
  • Axial Points
  • Modelling
  • Points of View
  • Statistical Factors
  • Mixture Designs
  • Mixture Space
  • Simplex Centroid
  • Simplex Lattice
  • Constraints
  • Process Variables
  • Simplex Optimisation
  • Fixed Sized Simplex
  • Elaborations
  • Software and Calculations
  • Modified Simplex
  • Limitations
  • Signal Processing
  • Sequential Signals in Chemistry
  • Environmental and Geological Processes
  • Industrial Process Control
  • Chromatograms and Spectra
  • Fourier Transforms
  • Advanced Methods
  • Peakshapes
  • Experimental Design
  • Digitisation
  • Noise
  • Sequential Processes
  • Linear Filters
  • Smoothing Functions
  • Derivatives
  • Convolution
  • Correlograms and Time Series Analysis
  • Auto-correlograms
  • Cross-correlograms
  • Degrees of Freedom
  • Multivariate Correlograms
  • Fourier Transform Techniques
  • Fourier Transforms
  • Fourier Filters
  • Convolution Theorem
  • Topical Methods
  • Kalman Filters
  • Wavelet Transforms
  • Maximum Entropy (Maxent) and Bayesian Methods
  • Pattern Recognition
  • Analysis of Variance and Comparison of Errors
  • Exploratory Data Analysis
  • Unsupervised Pattern Recognition
  • Design Matrices and Modelling
  • Assessment of Significance
  • Leverage and Confidence in Models
Dimensions
26 cm.
Extent
xiv, 489 p.
Isbn
9780470849118
Isbn Type
(pbk. : acid-free paper)
Lccn
2002027212
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
ill.
System control number
  • (OCoLC)50143255
  • (OCoLC)ocm50143255
Label
Chemometrics : data analysis for the laboratory and chemical plant, Richard Brereton
Publication
Bibliography note
Includes bibliographical references (p. 12-13) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Factorial Designs
  • Full Factorial Designs
  • Fractional Factorial Designs
  • Plackett-Burman and Taguchi Designs
  • Partial Factorials at Several Levels: Calibration Designs
  • Central Composite or Response Surface Designs
  • Setting Up the Design
  • Degrees of Freedom
  • Axial Points
  • Modelling
  • Points of View
  • Statistical Factors
  • Mixture Designs
  • Mixture Space
  • Simplex Centroid
  • Simplex Lattice
  • Constraints
  • Process Variables
  • Simplex Optimisation
  • Fixed Sized Simplex
  • Elaborations
  • Software and Calculations
  • Modified Simplex
  • Limitations
  • Signal Processing
  • Sequential Signals in Chemistry
  • Environmental and Geological Processes
  • Industrial Process Control
  • Chromatograms and Spectra
  • Fourier Transforms
  • Advanced Methods
  • Peakshapes
  • Experimental Design
  • Digitisation
  • Noise
  • Sequential Processes
  • Linear Filters
  • Smoothing Functions
  • Derivatives
  • Convolution
  • Correlograms and Time Series Analysis
  • Auto-correlograms
  • Cross-correlograms
  • Degrees of Freedom
  • Multivariate Correlograms
  • Fourier Transform Techniques
  • Fourier Transforms
  • Fourier Filters
  • Convolution Theorem
  • Topical Methods
  • Kalman Filters
  • Wavelet Transforms
  • Maximum Entropy (Maxent) and Bayesian Methods
  • Pattern Recognition
  • Analysis of Variance and Comparison of Errors
  • Exploratory Data Analysis
  • Unsupervised Pattern Recognition
  • Design Matrices and Modelling
  • Assessment of Significance
  • Leverage and Confidence in Models
Dimensions
26 cm.
Extent
xiv, 489 p.
Isbn
9780470849118
Isbn Type
(pbk. : acid-free paper)
Lccn
2002027212
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
ill.
System control number
  • (OCoLC)50143255
  • (OCoLC)ocm50143255

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