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Chemometrics: statistics and computer application in analytical chemistry

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Bibliographic Details
Main Author:	Otto, Matthias 1950- (Author)
Format:	Book
Language:	English
Published:	Weinheim Wiley-VCH Verlag GmbH & Co. KGaA [2017]
Edition:	Third edition
Subjects:	Chemometrie Analytische Chemie Analytical Chemistry Biostatistics Biostatistik Chemie Chemistry Computational Chemistry & Molecular Modeling Computational Chemistry u. Molecular Modeling Environmental Chemistry Statistics Statistik Umweltchemie
Online Access:	Verlag Inhaltsverzeichnis
Physical Description:	x, 383 Seiten Illustrationen, Diagramme
ISBN:	3527340971 9783527340972 9783527699377

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MARC


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Record in the Search Index

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adam_text	CONTENTS LIST OF ABBREVIATIONS VII SYMBOLS IX 1 WHAT IS CHEMOMETRICS? 1 1.1 THE COMPUTER-BASED LABORATORY 2 1.2 STATISTICS AND DATA INTERPRETATION 10 1.3 COMPUTER-BASED INFORMATION SYSTEMS/ARTIFICIAL INTELLIGENCE 11 GENERAL READING 12 QUESTIONS AND PROBLEMS 13 2 BASIC STATISTICS 15 2.1 DESCRIPTIVE STATISTICS 16 2.2 STATISTICAL TESTS 28 2.3 ANALYSIS OF VARIANCE 44 GENERAL READING 50 QUESTIONS AND PROBLEMS 52 3 SIGNAL PROCESSING AND TIME SERIES ANALYSIS 55 3.1 SIGNAL PROCESSING 56 3.2 TIME SERIES ANALYSIS 83 GENERAL READING 90 QUESTIONS AND PROBLEMS 91 4 OPTIMIZATION AND EXPERIMENTAL DESIGN 93 4.1 SYSTEMATIC OPTIMIZATION 94 4.2 OBJECTIVE FUNCTIONS AND FACTORS 95 4.3 EXPERIMENTAL DESIGN AND RESPONSE SURFACE METHODS 102 4.4 SEQUENTIAL OPTIMIZATION: SIMPLEX METHOD 125 GENERAL READING 132 QUESTIONS AND PROBLEMS 133 5 PATTERN RECOGNITION AND CLASSIFICATION 735 5.1 PREPROCESSING OF DATA 137 5.2 UNSUPERVISED METHODS 140 5.3 SUPERVISED METHODS 784 GENERAL READING 209 QUESTIONS AND PROBLEMS 210 6 MODELING 273 6.1 UNIVARIATE LINEAR REGRESSION 214 6.2 MULTIPLE LINEAR REGRESSION 237 6.3 NONLINEAR METHODS 258 GENERAL READING 269 QUESTIONS AND PROBLEMS 277 7 ANALYTICAL DATABASES 273 7.1 REPRESENTATION OF ANALYTICAL INFORMATION 274 7.2 LIBRARY SEARCH 286 7.3 SIMULATION OF SPECTRA 292 GENERAL READING 294 QUESTIONS AND PROBLEMS 295 8 KNOWLEDGE PROCESSING AND SOFT COMPUTING 297 8.1 ARTIFICIAL INTELLIGENCE AND EXPERT SYSTEMS 297 8.2 NEURAL NETWORKS 306 8.3 FUZZY THEORY 327 8.4 GENETIC ALGORITHMS AND OTHER GLOBAL SEARCH STRATEGIES 334 GENERAL READING 342 QUESTIONS AND PROBLEMS 344 9 QUALITY ASSURANCE AND GOOD LABORATORY PRACTICE 345 9.1 VALIDATION AND QUALITY CONTROL 346 9.2 ACCREDITATION AND GOOD LABORATORY PRACTICE 351 GENERAL READING 352 QUESTIONS AND PROBLEMS 353 APPENDIX 355 INDEX 377
any_adam_object	1
author	Otto, Matthias 1950-
author_GND	(DE-588)131905260
author_facet	Otto, Matthias 1950-
author_role	aut
author_sort	Otto, Matthias 1950-
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ctrlnum	(OCoLC)949780245 (DE-599)DNB1099104866
dewey-full	540
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dewey-ones	540 - Chemistry and allied sciences
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dewey-tens	540 - Chemistry and allied sciences
discipline	Chemie / Pharmazie
edition	Third edition
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id	DE-604.BV043647693
illustrated	Illustrated
indexdate	2024-07-10T07:31:28Z
institution	BVB
isbn	3527340971 9783527340972 9783527699377
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-029061350
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owner_facet	DE-703 DE-20 DE-11 DE-19 DE-BY-UBM DE-83
physical	x, 383 Seiten Illustrationen, Diagramme
publishDate	2017
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publisher	Wiley-VCH Verlag GmbH & Co. KGaA
record_format	marc
spelling	Otto, Matthias 1950- Verfasser (DE-588)131905260 aut Chemometrics statistics and computer application in analytical chemistry Matthias Otto Third edition Weinheim Wiley-VCH Verlag GmbH & Co. KGaA [2017] © 2017 x, 383 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Chemometrie (DE-588)4299578-4 gnd rswk-swf Analytische Chemie (DE-588)4129906-1 gnd rswk-swf Analytical Chemistry Analytische Chemie Biostatistics Biostatistik Chemie Chemistry Computational Chemistry & Molecular Modeling Computational Chemistry u. Molecular Modeling Environmental Chemistry Statistics Statistik Umweltchemie Chemometrie (DE-588)4299578-4 s DE-604 Analytische Chemie (DE-588)4129906-1 s Erscheint auch als Online-Ausgabe, EPUB 978-3-527-69938-4 Erscheint auch als Online-Ausgabe, MOBI 978-3-527-69939-1 Erscheint auch als Online-Ausgabe, PDF 978-3-527-69936-0 http://www.wiley-vch.de/publish/dt/books/ISBN978-3-527-34097-2/ Verlag DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029061350&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Otto, Matthias 1950- Chemometrics statistics and computer application in analytical chemistry Chemometrie (DE-588)4299578-4 gnd Analytische Chemie (DE-588)4129906-1 gnd
subject_GND	(DE-588)4299578-4 (DE-588)4129906-1
title	Chemometrics statistics and computer application in analytical chemistry
title_auth	Chemometrics statistics and computer application in analytical chemistry
title_exact_search	Chemometrics statistics and computer application in analytical chemistry
title_full	Chemometrics statistics and computer application in analytical chemistry Matthias Otto
title_fullStr	Chemometrics statistics and computer application in analytical chemistry Matthias Otto
title_full_unstemmed	Chemometrics statistics and computer application in analytical chemistry Matthias Otto
title_short	Chemometrics
title_sort	chemometrics statistics and computer application in analytical chemistry
title_sub	statistics and computer application in analytical chemistry
topic	Chemometrie (DE-588)4299578-4 gnd Analytische Chemie (DE-588)4129906-1 gnd
topic_facet	Chemometrie Analytische Chemie
url	http://www.wiley-vch.de/publish/dt/books/ISBN978-3-527-34097-2/ http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029061350&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT ottomatthias chemometricsstatisticsandcomputerapplicationinanalyticalchemistry

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