{"product_id":"design-and-analysis-in-chemical-research-hardback-9781850759942","title":"Design and Analysis in Chemical Research (Hardback) 9781850759942","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eDesign and Analysis in Chemical Research\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eRoy Tranter (Edited by), RL Tranter (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781850759942, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 1 January 2000\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e576 pages\u003cbr\u003e24.4 x 16.6 x 4 cm, 0.992 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eRecent years have seen massive changes in the tools and instrumentation available to chemists, in the scale of databases linking the properties of pure materials, solutions or other mixtures to molecular structure, and in the sheer ability of chemists to collect data through automated data acquisition systems. Despite these advances, many chemists still apply only rudimentary data analysis techniques and remain unaware of the advances made in information extraction over the last decade or so. \u003cp\u003eThis volume covers the principles of design and analysis in chemical research and development. It is organised in chapters dealing with major activities, and understanding is generated through large numbers of examples and practical applications relating to research and development chemistry. Authors adopt a user-friendly approach, concentrating on principles and interpretation rather than formal derivation and proof. A principal theme is that statistics and chemometrics (which relies on statistics) are essentially extensions of the logical processes used every day by chemists, and that they bring greater understanding of problems more quickly and easily than purely intuitive methods.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eStatistical thinking: the benefits and problems of a statistical approach\u003cbr\u003e Essentials of data gathering and data description\u003cbr\u003e Sampling\u003cbr\u003e Interpreting results\u003cbr\u003e Robust, resistant and nonparametric methods\u003cbr\u003e Experiment design: identifying factors that affect responses\u003cbr\u003e Designs for response surface modelling: quantifying the relationship between factors and response\u003cbr\u003e Analysis of variance: understanding and modelling variability\u003cbr\u003e Optimisation and control\u003cbr\u003e Grouping data together: cluster analysis and pattern recognition\u003cbr\u003e Linear regression\u003cbr\u003e Latent variable regression methods\u003cbr\u003e Data reconstruction methods for data processing\u003cbr\u003e References\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-Blackwell","offers":[{"title":"Brand New","offer_id":52449407303960,"sku":"9781850759942","price":149.28,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781850759942.jpg?v=1785198362","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/design-and-analysis-in-chemical-research-hardback-9781850759942","provider":"Freshly Printed Books","version":"1.0","type":"link"}