{"product_id":"multivariate-analysis-of-quality-an-introduction-hardback-9780471974284","title":"Multivariate Analysis of Quality; An Introduction (Hardback) 9780471974284","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMultivariate Analysis of Quality\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eAn Introduction\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eHarald Martens (Author), M. Martens (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471974284, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 20 December 2000\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e472 pages\u003cbr\u003e24.9 x 15.9 x 3.2 cm, 0.794 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e\"This is an important book; the authors have done a quality job...\" (N.I.R. News, Vol 12\/1, 2001)  \u003cp\u003e\"This book is recommended to students of chemical, biochemical and food engineering, scientists and industrial practitioners\". (Chemical Biochemical Engineering, June 2001)\u003c\/p\u003e \u003cp\u003e\"a possible source of inspiration\" (Measurement Science Technology, October 2001)\u003c\/p\u003e \u003cp\u003e\"a powerful and versatile methodology\" (Chemie Plus, June 2001)\u003c\/p\u003e \u003cp\u003e\"...should prove a very useful text for this target readership.\" (Short Book Reviews, Vol. 22, No. 1, April 2002)\u003c\/p\u003e \u003cp\u003e\"...Through the book, there is a solid philosophy and opinions supported by the intelligence and experience of the couple [authors]...\" (Applied Spectroscopy, Vol.56, No.8, 2002)\u003c\/p\u003e \u003cp\u003e\"...The book is written by two experts in the field with nearly 30 years of experience, and this is reflected in every aspect of the book...\" (Journal of Chemometrics, No.16, 2002)\u003c\/p\u003e\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eDie Datenanalyse mit mehreren Variablen gehört zum Alltag der Chemometrie. Die Autoren sind ausgezeichnete Spezialisten auf dem Gebiet der multivariaten Analyse. Sie geben hier in saloppem Stil und aufgelockert durch zahlreiche witzige Cartoons eine verständliche Einführung in dieses Thema. Erläutert werden eine Reihe von Anwendungen bei der Qualitätskontrolle, insbesondere in der Nahrungsmittelindustrie. Mit zahlreichen Kontrollfragen und Übungsaufgaben!\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePreface.\u003cbr\u003e \u003cbr\u003e Acknowledgements.\u003cbr\u003e \u003cbr\u003e OVERVIEW.\u003cbr\u003e \u003cbr\u003e Why Multivariate Data Analysis?\u003cbr\u003e \u003cbr\u003e Qualimetrics for Determining Quality.\u003cbr\u003e \u003cbr\u003e A Layman's Guide to Multivariate Data Analysis.\u003cbr\u003e \u003cbr\u003e METHODOLOGY.\u003cbr\u003e \u003cbr\u003e Some Estimation Concepts.\u003cbr\u003e \u003cbr\u003e Analysis of One Data Table X: Principle Component Analysis.\u003cbr\u003e \u003cbr\u003e Analysis of Two Data Tables X and Y: Partial Least Squares Regression (PLSR).\u003cbr\u003e \u003cbr\u003e Example of Multivariate Calibration Project.\u003cbr\u003e \u003cbr\u003e Interpretation of Many Types of Data X and Y: Exploring Relationships in Interdisciplinary Data Sets.\u003cbr\u003e \u003cbr\u003e Classification and Discrimination X_1, X_2, X_3: Handling Heterogeneous Sample Sets.\u003cbr\u003e \u003cbr\u003e Validation X and Y.\u003cbr\u003e \u003cbr\u003e Experimental Planning Y and X.\u003cbr\u003e \u003cbr\u003e APPLICATIONS.\u003cbr\u003e \u003cbr\u003e Multivariate Calibration: Quality Determination of Wheat From High-speed NIR Spectra.\u003cbr\u003e \u003cbr\u003e Analysis of Questionnaire Data: What Determines Quality of the Working Environment?\u003cbr\u003e \u003cbr\u003e Analysis of a Heterogeneous Sample Set: Predicting Toxicity From Quantum Chemistry.\u003cbr\u003e \u003cbr\u003e Multivariate Statistical Process Control: Quality Monitoring of a Sugar Production Process.\u003cbr\u003e \u003cbr\u003e Design and Analysis of Controlled Experiments: Reducing Loss of Quality in Stored Food.\u003cbr\u003e \u003cbr\u003e Appendix A1: How the Present Book Relates to Some Mathematical Modelling Traditions in Science.\u003cbr\u003e \u003cbr\u003e Appendix A2: Sensory Science.\u003cbr\u003e \u003cbr\u003e Appendix A3.1: Bi-linear Modelling Has Many Applications.\u003cbr\u003e \u003cbr\u003e Appendix A3.2: Common Problems and Pitfalls in Soft Modelling.\u003cbr\u003e \u003cbr\u003e Appendix A4: Mathematical Details.\u003cbr\u003e \u003cbr\u003e Appendix A5: PCA Details.\u003cbr\u003e \u003cbr\u003e Appendix A6: PLS Regression Details.\u003cbr\u003e \u003cbr\u003e Appendix A7: Modelling the Unknown.\u003cbr\u003e \u003cbr\u003e Appendix A8: Non-linearity and Weighting.\u003cbr\u003e \u003cbr\u003e Appendix A9: Classification and Outlier Detection.\u003cbr\u003e \u003cbr\u003e Appendix A10: Cross-validation Details.\u003cbr\u003e \u003cbr\u003e Appendix A11: Power Estimation Details.\u003cbr\u003e \u003cbr\u003e Appendix A12: What Makes NIR Data So Information-rich?\u003cbr\u003e \u003cbr\u003e Appendix A13: Consequences of the Working Environment Survey.\u003cbr\u003e \u003cbr\u003e Appendix A14: Details of the Molecule Class Models.\u003cbr\u003e \u003cbr\u003e Appendix A15: Forecasting the Future.\u003cbr\u003e \u003cbr\u003e Appendix A16: Significance Testing with Cross-validation vs. ANOVA.\u003cbr\u003e \u003cbr\u003e References.\u003cbr\u003e \u003cbr\u003e Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Chemistry [\u003ca title=\"See our other books on Chemistry\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Chemistry%20%5BPN%5D%22\"\u003ePN\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52316727935256,"sku":"9780471974284","price":230.29,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471974284.jpg?v=1781822692","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/multivariate-analysis-of-quality-an-introduction-hardback-9780471974284","provider":"Freshly Printed Books","version":"1.0","type":"link"}