Chemometrics: statistics and computer application in analytical chemistry
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Weinheim
Wiley-VCH Verlag GmbH & Co. KGaA
[2017]
|
| Ausgabe: | Third edition |
| Schlagwörter: | |
| Links: | 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 |
| Umfang: | x, 383 Seiten Illustrationen, Diagramme |
| ISBN: | 3527340971 9783527340972 9783527699377 |
Internformat
MARC
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| 100 | 1 | |a Otto, Matthias |d 1950- |e Verfasser |0 (DE-588)131905260 |4 aut | |
| 245 | 1 | 0 | |a Chemometrics |b statistics and computer application in analytical chemistry |c Matthias Otto |
| 250 | |a Third edition | ||
| 264 | 1 | |a Weinheim |b Wiley-VCH Verlag GmbH & Co. KGaA |c [2017] | |
| 264 | 4 | |c © 2017 | |
| 300 | |a x, 383 Seiten |b Illustrationen, Diagramme | ||
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| 650 | 0 | 7 | |a Chemometrie |0 (DE-588)4299578-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Analytische Chemie |0 (DE-588)4129906-1 |2 gnd |9 rswk-swf |
| 653 | |a Analytical Chemistry | ||
| 653 | |a Analytische Chemie | ||
| 653 | |a Biostatistics | ||
| 653 | |a Biostatistik | ||
| 653 | |a Chemie | ||
| 653 | |a Chemistry | ||
| 653 | |a Computational Chemistry & Molecular Modeling | ||
| 653 | |a Computational Chemistry u. Molecular Modeling | ||
| 653 | |a Environmental Chemistry | ||
| 653 | |a Statistics | ||
| 653 | |a Statistik | ||
| 653 | |a Umweltchemie | ||
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| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, PDF |z 978-3-527-69936-0 |
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-029061350 | |
Datensatz im Suchindex
| _version_ | 1819341572946264064 |
|---|---|
| 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- |
| author_variant | m o mo |
| building | Verbundindex |
| bvnumber | BV043647693 |
| classification_rvk | VC 6050 VC 6400 |
| ctrlnum | (OCoLC)949780245 (DE-599)DNB1099104866 |
| dewey-full | 540 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 540 - Chemistry and allied sciences |
| dewey-raw | 540 |
| dewey-search | 540 |
| dewey-sort | 3540 |
| dewey-tens | 540 - Chemistry and allied sciences |
| discipline | Chemie / Pharmazie |
| edition | Third edition |
| format | Book |
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| id | DE-604.BV043647693 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T17:41:31Z |
| institution | BVB |
| isbn | 3527340971 9783527340972 9783527699377 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029061350 |
| oclc_num | 949780245 |
| open_access_boolean | |
| owner | DE-703 DE-20 DE-11 DE-19 DE-BY-UBM DE-83 |
| owner_facet | DE-703 DE-20 DE-11 DE-19 DE-BY-UBM DE-83 |
| physical | x, 383 Seiten Illustrationen, Diagramme |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Wiley-VCH Verlag GmbH & Co. KGaA |
| record_format | marc |
| 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 |