LEADER 05353nam 22006494a 450 001 9910143558103321 005 20220119104908.0 010 $a9786610269686 010 $a0-470-66760-5 010 $a0-470-86324-2 010 $a1-280-26968-5 010 $a0-470-84574-0 035 $a(CKB)1000000000355613 035 $a(EBL)158117 035 $a(OCoLC)52613414 035 $a(SSID)ssj0000120641 035 $a(PQKBManifestationID)11134570 035 $a(PQKBTitleCode)TC0000120641 035 $a(PQKBWorkID)10102333 035 $a(PQKB)10034379 035 $a(MiAaPQ)EBC158117 035 $a(EXLCZ)991000000000355613 100 $a20020628d2003 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aChemometrics$b[electronic resource] $edata analysis for the laboratory and chemical plant /$fRichard Brereton 210 $aChichester, West Sussex, England ;$aHoboken, NJ $cWiley$dc2003 215 $a1 online resource (505 p.) 300 $aDescription based upon print version of record. 311 $a0-471-48977-8 311 $a0-471-48978-6 320 $aIncludes bibliographical references (p. 12-13) and index. 327 $aChemometrics; Contents; Preface; Supplementary Information; Acknowledgements; 1 Introduction; 1.1 Points of View; 1.2 Software and Calculations; 1.3 Further Reading; 1.3.1 General; 1.3.2 Specific Areas; 1.3.3 Internet Resources; 1.4 References; 2 Experimental Design; 2.1 Introduction; 2.2 Basic Principles; 2.2.1 Degrees of Freedom; 2.2.2 Analysis of Variance and Comparison of Errors; 2.2.3 Design Matrices and Modelling; 2.2.4 Assessment of Significance; 2.2.5 Leverage and Confidence in Models; 2.3 Factorial Designs; 2.3.1 Full Factorial Designs; 2.3.2 Fractional Factorial Designs 327 $a2.3.3 Plackett-Burman and Taguchi Designs2.3.4 Partial Factorials at Several Levels: Calibration Designs; 2.4 Central Composite or Response Surface Designs; 2.4.1 Setting Up the Design; 2.4.2 Degrees of Freedom; 2.4.3 Axial Points; 2.4.4 Modelling; 2.4.5 Statistical Factors; 2.5 Mixture Designs; 2.5.1 Mixture Space; 2.5.2 Simplex Centroid; 2.5.3 Simplex Lattice; 2.5.4 Constraints; 2.5.5 Process Variables; 2.6 Simplex Optimisation; 2.6.1 Fixed Sized Simplex; 2.6.2 Elaborations; 2.6.3 Modified Simplex; 2.6.4 Limitations; Problems; 3 Signal Processing; 3.1 Sequential Signals in Chemistry 327 $a3.1.1 Environmental and Geological Processes3.1.2 Industrial Process Control; 3.1.3 Chromatograms and Spectra; 3.1.4 Fourier Transforms; 3.1.5 Advanced Methods; 3.2 Basics; 3.2.1 Peakshapes; 3.2.2 Digitisation; 3.2.3 Noise; 3.2.4 Sequential Processes; 3.3 Linear Filters; 3.3.1 Smoothing Functions; 3.3.2 Derivatives; 3.3.3 Convolution; 3.4 Correlograms and Time Series Analysis; 3.4.1 Auto-correlograms; 3.4.2 Cross-correlograms; 3.4.3 Multivariate Correlograms; 3.5 Fourier Transform Techniques; 3.5.1 Fourier Transforms; 3.5.2 Fourier Filters; 3.5.3 Convolution Theorem; 3.6 Topical Methods 327 $a3.6.1 Kalman Filters3.6.2 Wavelet Transforms; 3.6.3 Maximum Entropy (Maxent) and Bayesian Methods; Problems; 4 Pattern Recognition; 4.1 Introduction; 4.1.1 Exploratory Data Analysis; 4.1.2 Unsupervised Pattern Recognition; 4.1.3 Supervised Pattern Recognition; 4.2 The Concept and Need for Principal Components Analysis; 4.2.1 History; 4.2.2 Case Studies; 4.2.3 Multivariate Data Matrices; 4.2.4 Aims of PCA; 4.3 Principal Components Analysis: the Method; 4.3.1 Chemical Factors; 4.3.2 Scores and Loadings; 4.3.3 Rank and Eigenvalues; 4.3.4 Factor Analysis 327 $a4.3.5 Graphical Representation of Scores and Loadings4.3.6 Preprocessing; 4.3.7 Comparing Multivariate Patterns; 4.4 Unsupervised Pattern Recognition: Cluster Analysis; 4.4.1 Similarity; 4.4.2 Linkage; 4.4.3 Next Steps; 4.4.4 Dendrograms; 4.5 Supervised Pattern Recognition; 4.5.1 General Principles; 4.5.2 Discriminant Analysis; 4.5.3 SIMCA; 4.5.4 Discriminant PLS; 4.5.5 K Nearest Neighbours; 4.6 Multiway Pattern Recognition; 4.6.1 Tucker3 Models; 4.6.2 PARAFAC; 4.6.3 Unfolding; Problems; 5 Calibration; 5.1 Introduction; 5.1.1 History and Usage; 5.1.2 Case Study; 5.1.3 Terminology 327 $a5.2 Univariate Calibration 330 $aThis book is aimed at the large number of people who need to use chemometrics but do not wish to understand complex mathematics, therefore it offers a comprehensive examination of the field of chemometrics without overwhelming the reader with complex mathematics. * Includes five chapters that cover the basic principles of chemometrics analysis.* Provides two chapters on the use of Excel and MATLAB for chemometrics analysis.* Contains 70 worked problems so that readers can gain a practical understanding of the use of chemometrics. 606 $aChemometrics$xData processing 606 $aChemical processes$xStatistical methods$xData processing 608 $aElectronic books. 615 0$aChemometrics$xData processing. 615 0$aChemical processes$xStatistical methods$xData processing. 676 $a540.151 676 $a543.0015195 700 $aBrereton$b Richard G$0283014 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910143558103321 996 $aChemometrics$986912 997 $aUNINA LEADER 02475nam 2200577 a 450 001 9910784382603321 005 20230421043935.0 010 $a0-8166-8496-0 035 $a(CKB)1000000000347195 035 $a(EBL)310243 035 $a(OCoLC)476093246 035 $a(SSID)ssj0000096311 035 $a(PQKBManifestationID)11119543 035 $a(PQKBTitleCode)TC0000096311 035 $a(PQKBWorkID)10081564 035 $a(PQKB)11699272 035 $a(MiAaPQ)EBC310243 035 $a(OCoLC)567983111 035 $a(MdBmJHUP)muse38751 035 $a(Au-PeEL)EBL310243 035 $a(CaPaEBR)ebr10159507 035 $a(CaONFJC)MIL522401 035 $a(EXLCZ)991000000000347195 100 $a19920929d1993 ub 0 101 0 $aeng 135 $aur|||||||nn|n 181 $ctxt 182 $cc 183 $acr 200 10$aAcademia and the luster of capital$b[electronic resource] /$fSande Cohen 210 $aMinneapolis $cUniversity of Minnesota Press$dc1993 215 $a1 online resource (210 p.) 300 $aDescription based upon print version of record. 311 $a0-8166-2231-0 311 $a0-8166-2230-2 320 $aIncludes bibliographical references (p. 173-178) and index. 327 $a1. What is criticism for? -- 2. The academic thing -- 3. Habermas's bureaucratization of the final solution -- 4. The disappearance of history -- 5. Criticism and art events : reading with Lyotard and Baudrillard. 330 $aIdeas, says Sande Cohen, have attained "commodity" status in the academy, and knowledge is now seen as another capitalistic "industry." In Academia and the Luster of Capital, Cohen both reveals and interrogates the specific and material workings of this economy of the marketplace of ideas.Cohen uses paradigms from Baudrillard, Lytoard, Deleuze, and Guattari to assemble a "war machine" against the well-oiled apparatus of self-preservation and self-reproduction of the academic institution. In detailed and concrete arguments, he challenges accepted theories of criticism, especially university-based 606 $aCriticism (Philosophy) 606 $aCritical theory 615 0$aCriticism (Philosophy) 615 0$aCritical theory. 676 $a001 700 $aCohen$b Sande$01576803 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910784382603321 996 $aAcademia and the luster of capital$93854863 997 $aUNINA