LEADER 05119nam 2200637Ia 450 001 9910143727003321 005 20170809164745.0 010 $a1-280-83864-7 010 $a9786610838646 010 $a0-470-05778-5 010 $a0-470-05777-7 035 $a(CKB)1000000000357333 035 $a(EBL)291263 035 $a(OCoLC)476049464 035 $a(SSID)ssj0000104666 035 $a(PQKBManifestationID)11130419 035 $a(PQKBTitleCode)TC0000104666 035 $a(PQKBWorkID)10086729 035 $a(PQKB)10060743 035 $a(MiAaPQ)EBC291263 035 $a(EXLCZ)991000000000357333 100 $a20060914d2007 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aApplied chemometrics for scientists$b[electronic resource] /$fRichard G. Brereton 210 $aChichester, England ;$aHoboken, NJ $cJohn Wiley & Sons$dc2007 215 $a1 online resource (397 p.) 300 $aDescription based upon print version of record. 311 $a0-470-01686-8 320 $aIncludes bibliographical references and index. 327 $aApplied Chemometrics for Scientists; Contents; Preface; 1 Introduction; 1.1 Development of Chemometrics; 1.1.1 Early Developments; 1.1.2 1980s and the Borderlines between Other Disciplines; 1.1.3 1990s and Problems of Intermediate Complexity; 1.1.4 Current Developments in Complex Problem Solving; 1.2 Application Areas; 1.3 How to Use this Book; 1.4 Literature and Other Sources of Information; References; 2 Experimental Design; 2.1 Why Design Experiments in Chemistry?; 2.2 Degrees of Freedom and Sources of Error; 2.3 Analysis of Variance and Interpretation of Errors 327 $a2.4 Matrices, Vectors and the Pseudoinverse2.5 Design Matrices; 2.6 Factorial Designs; 2.6.1 Extending the Number of Factors; 2.6.2 Extending the Number of Levels; 2.7 An Example of a Factorial Design; 2.8 Fractional Factorial Designs; 2.9 Plackett-Burman and Taguchi Designs; 2.10 The Application of a Plackett-Burman Design to the Screening of Factors Influencing a Chemical Reaction; 2.11 Central Composite Designs; 2.12 Mixture Designs; 2.12.1 Simplex Centroid Designs; 2.12.2 Simplex Lattice Designs; 2.12.3 Constrained Mixture Designs 327 $a2.13 A Four Component Mixture Design Used to Study Blending of Olive Oils2.14 Simplex Optimization; 2.15 Leverage and Confidence in Models; 2.16 Designs for Multivariate Calibration; References; 3 Statistical Concepts; 3.1 Statistics for Chemists; 3.2 Errors; 3.2.1 Sampling Errors; 3.2.2 Sample Preparation Errors; 3.2.3 Instrumental Noise; 3.2.4 Sources of Error; 3.3 Describing Data; 3.3.1 Descriptive Statistics; 3.3.2 Graphical Presentation; 3.3.3 Covariance and Correlation Coefficient; 3.4 The Normal Distribution; 3.4.1 Error Distributions; 3.4.2 Normal Distribution Functions and Tables 327 $a3.4.3 Applications3.5 Is a Distribution Normal?; 3.5.1 Cumulative Frequency; 3.5.2 Kolmogorov-Smirnov Test; 3.5.3 Consequences; 3.6 Hypothesis Tests; 3.7 Comparison of Means: the t-Test; 3.8 F-Test for Comparison of Variances; 3.9 Confidence in Linear Regression; 3.9.1 Linear Calibration; 3.9.2 Example; 3.9.3 Confidence of Prediction of Parameters; 3.10 More about Confidence; 3.10.1 Confidence in the Mean; 3.10.2 Confidence in the Standard Deviation; 3.11 Consequences of Outliers and How to Deal with Them; 3.12 Detection of Outliers; 3.12.1 Normal Distributions; 3.12.2 Linear Regression 327 $a3.12.3 Multivariate Calibration3.13 Shewhart Charts; 3.14 More about Control Charts; 3.14.1 Cusum Chart; 3.14.2 Range Chart; 3.14.3 Multivariate Statistical Process Control; References; 4 Sequential Methods; 4.1 Sequential Data; 4.2 Correlograms; 4.2.1 Auto-correlograms; 4.2.2 Cross-correlograms; 4.2.3 Multivariate Correlograms; 4.3 Linear Smoothing Functions and Filters; 4.4 Fourier Transforms; 4.5 Maximum Entropy and Bayesian Methods; 4.5.1 Bayes' Theorem; 4.5.2 Maximum Entropy; 4.5.3 Maximum Entropy and Modelling; 4.6 Fourier Filters; 4.7 Peakshapes in Chromatography and Spectroscopy 327 $a4.7.1 Principal Features 330 $aThe book introduces most of the basic tools of chemometrics including experimental design, signal analysis, statistical methods for analytical chemistry and multivariate methods. It then discusses a number of important applications including food chemistry, biological pattern recognition, reaction monitoring, optimisation of processes, medical applications. The book arises from a series of short articles that have been developed over four years on Chemweb (www.chemweb.com). 606 $aChemometrics 606 $aChemistry, Analytic 608 $aElectronic books. 615 0$aChemometrics. 615 0$aChemistry, Analytic. 676 $a542.30151 676 $a543.015195 686 $a35.05$2bcl 700 $aBrereton$b Richard G$0283014 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910143727003321 996 $aApplied chemometrics for scientists$92246795 997 $aUNINA LEADER 03872nam 2200709Ia 450 001 9910140606803321 005 20230725023220.0 010 $a1-282-54888-3 010 $a9786612548888 010 $a1-118-26829-6 010 $a0-470-62244-X 010 $a0-470-62242-3 035 $a(CKB)2670000000014380 035 $a(EBL)510112 035 $a(OCoLC)609861206 035 $a(SSID)ssj0000360214 035 $a(PQKBManifestationID)11261915 035 $a(PQKBTitleCode)TC0000360214 035 $a(PQKBWorkID)10318004 035 $a(PQKB)10622585 035 $a(MiAaPQ)EBC510112 035 $a(Au-PeEL)EBL510112 035 $a(CaPaEBR)ebr10381141 035 $a(CaONFJC)MIL254888 035 $a(EXLCZ)992670000000014380 100 $a20091113d2010 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aForeign corrupt practices act compliance guidebook$b[electronic resource] $eprotecting your organization from bribery and corruption /$fMartin T. 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Biegelman 210 $aHoboken, N.J. $cJohn Wiley & Sons$dc2010 215 $a1 online resource (387 p.) 225 1 $aWiley Corporate F&A ;$vv.8 300 $aDescription based upon print version of record. 311 $a0-470-52793-5 320 $aIncludes bibliographical references and index. 327 $aForeign Corrupt Practices Act Compliance Guidebook: Protecting Your Organization from Bribery and Corruption; Contents; Foreword; Preface; Acknowledgments; Chapter 1: Bribery, Corruption, and the Foreign Corrupt Practices Act; Chapter 2: Overview of the Foreign Corrupt Practices Act; Chapter 3: Government Guidance and Significant Cases; Chapter 4: Global Anti-Corruption Efforts; Chapter 5: Siemens: A New Commitment to a Culture of Compliance; Chapter 6: Worldwide Hotspots for Corruption: UK, Russia, Africa, the Middle East, and Latin America 327 $aChapter 7: Worldwide Hotspots for Corruption and Bribery: China, Central Asia, India, and Asia PacificChapter 8: BAE Systems: Past Behavior Haunts the Company; Chapter 9: Designing an Effective Anti-Corruption Compliance Program; Chapter 10: Implementing an Effective Anti-Corruption Compliance Program; Chapter 11: Monsanto: Fighting Corruption for a Better World; Chapter 12: Internal Investigations; Chapter 13: Past, Present, and Future of the FCPA; Appendix: Opinion Procedure Releases; About the Authors; Index 330 $aForeign Corrupt Practices Act Compliance Guidebook shows readers how the Foreign Corrupt Practices Act (FCPA) has grown to critical importance to any U.S. company that does business in a global environment, as well as foreign companies that supply or have agency agreements with U.S. companies. 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