Nonlinear computer modeling of chemical and biochemical data
Assuming only background knowledge of algebra and elementary calculus, and access to a modern personal computer, Nonlinear Computer Modeling of Chemical and Biochemical Data presents the fundamental basis and procedures of data modeling by computer using nonlinear regression analysis. Bypassing the...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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© 1996
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| 100 | 1 | |a Rusling, James F. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Nonlinear computer modeling of chemical and biochemical data |c James F. Rusling, Thomas F. Kumosinski |
| 264 | 1 | |a San Diego |b Academic Press |c © 1996 | |
| 300 | |a 1 online resource (xv, 268 pages) |b illustrations | ||
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| 520 | |a Assuming only background knowledge of algebra and elementary calculus, and access to a modern personal computer, Nonlinear Computer Modeling of Chemical and Biochemical Data presents the fundamental basis and procedures of data modeling by computer using nonlinear regression analysis. Bypassing the need for intermediary analytical stages, this method allows for rapid analysis of highly complex processes, thereby enabling reliable information to be extracted from raw experimental data. By far the greater part of the book is devoted to selected applications of computer modeling to various experiments used in chemical and biochemical research. The discussions include a short review of principles and models for each technique, examples of computer modeling for real and theoretical data sets, and examples from the literature specific to each instrumental technique. The book also offers detailed tutorial on how to construct suitable models and a score list of appropriate mathematics software packages | ||
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Datensatz im Suchindex
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|---|---|
| any_adam_object | |
| author | Rusling, James F. |
| author_facet | Rusling, James F. |
| author_role | aut |
| author_sort | Rusling, James F. |
| author_variant | j f r jf jfr |
| building | Verbundindex |
| bvnumber | BV046123086 |
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| dewey-full | 540/.1/175 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 540 - Chemistry and allied sciences |
| dewey-raw | 540/.1/175 |
| dewey-search | 540/.1/175 |
| dewey-sort | 3540 11 3175 |
| dewey-tens | 540 - Chemistry and allied sciences |
| discipline | Chemie / Pharmazie |
| format | Electronic eBook |
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| id | DE-604.BV046123086 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T07:47:12Z |
| institution | BVB |
| isbn | 9780126044904 0126044902 9780080537689 0080537685 1281029424 9781281029423 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031503539 |
| oclc_num | 162129118 |
| open_access_boolean | |
| physical | 1 online resource (xv, 268 pages) illustrations |
| psigel | ZDB-33-ESD ZDB-33-ESD FLA_PDA_ESD |
| publishDate | 1996 |
| publishDateSearch | 1996 |
| publishDateSort | 1996 |
| publisher | Academic Press |
| record_format | marc |
| spelling | Rusling, James F. Verfasser aut Nonlinear computer modeling of chemical and biochemical data James F. Rusling, Thomas F. Kumosinski San Diego Academic Press © 1996 1 online resource (xv, 268 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Assuming only background knowledge of algebra and elementary calculus, and access to a modern personal computer, Nonlinear Computer Modeling of Chemical and Biochemical Data presents the fundamental basis and procedures of data modeling by computer using nonlinear regression analysis. Bypassing the need for intermediary analytical stages, this method allows for rapid analysis of highly complex processes, thereby enabling reliable information to be extracted from raw experimental data. By far the greater part of the book is devoted to selected applications of computer modeling to various experiments used in chemical and biochemical research. The discussions include a short review of principles and models for each technique, examples of computer modeling for real and theoretical data sets, and examples from the literature specific to each instrumental technique. The book also offers detailed tutorial on how to construct suitable models and a score list of appropriate mathematics software packages SCIENCE / Chemistry / General bisacsh Chemistry / Statistical methods / Data processing fast Nonlinear theories fast Regression analysis / Data processing fast Chemistry Statistical methods Data processing Regression analysis Data processing Nonlinear theories Nichtlineare Theorie (DE-588)4251279-7 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Chemometrie (DE-588)4299578-4 gnd rswk-swf Chemie (DE-588)4009816-3 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Chemie (DE-588)4009816-3 s Datenverarbeitung (DE-588)4011152-0 s Regressionsanalyse (DE-588)4129903-6 s 1\p DE-604 Nichtlineare Theorie (DE-588)4251279-7 s 2\p DE-604 Chemometrie (DE-588)4299578-4 s 3\p DE-604 Kumosinski, Thomas F. Sonstige oth http://www.sciencedirect.com/science/book/9780126044904 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Rusling, James F. Nonlinear computer modeling of chemical and biochemical data SCIENCE / Chemistry / General bisacsh Chemistry / Statistical methods / Data processing fast Nonlinear theories fast Regression analysis / Data processing fast Chemistry Statistical methods Data processing Regression analysis Data processing Nonlinear theories Nichtlineare Theorie (DE-588)4251279-7 gnd Regressionsanalyse (DE-588)4129903-6 gnd Chemometrie (DE-588)4299578-4 gnd Chemie (DE-588)4009816-3 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| subject_GND | (DE-588)4251279-7 (DE-588)4129903-6 (DE-588)4299578-4 (DE-588)4009816-3 (DE-588)4011152-0 |
| title | Nonlinear computer modeling of chemical and biochemical data |
| title_auth | Nonlinear computer modeling of chemical and biochemical data |
| title_exact_search | Nonlinear computer modeling of chemical and biochemical data |
| title_full | Nonlinear computer modeling of chemical and biochemical data James F. Rusling, Thomas F. Kumosinski |
| title_fullStr | Nonlinear computer modeling of chemical and biochemical data James F. Rusling, Thomas F. Kumosinski |
| title_full_unstemmed | Nonlinear computer modeling of chemical and biochemical data James F. Rusling, Thomas F. Kumosinski |
| title_short | Nonlinear computer modeling of chemical and biochemical data |
| title_sort | nonlinear computer modeling of chemical and biochemical data |
| topic | SCIENCE / Chemistry / General bisacsh Chemistry / Statistical methods / Data processing fast Nonlinear theories fast Regression analysis / Data processing fast Chemistry Statistical methods Data processing Regression analysis Data processing Nonlinear theories Nichtlineare Theorie (DE-588)4251279-7 gnd Regressionsanalyse (DE-588)4129903-6 gnd Chemometrie (DE-588)4299578-4 gnd Chemie (DE-588)4009816-3 gnd Datenverarbeitung (DE-588)4011152-0 gnd |
| topic_facet | SCIENCE / Chemistry / General Chemistry / Statistical methods / Data processing Nonlinear theories Regression analysis / Data processing Chemistry Statistical methods Data processing Regression analysis Data processing Nichtlineare Theorie Regressionsanalyse Chemometrie Chemie Datenverarbeitung |
| url | http://www.sciencedirect.com/science/book/9780126044904 |
| work_keys_str_mv | AT ruslingjamesf nonlinearcomputermodelingofchemicalandbiochemicaldata AT kumosinskithomasf nonlinearcomputermodelingofchemicalandbiochemicaldata |