Statistical tools for nonlinear regression: a practical guide with S-PLUS examples
Statistical Tools for Nonlinear Regression presents methods for analyzing data using parametric nonlinear regression models. Using examples from experiments in agronomy and biochemistry, it shows how to apply the methods. Aimed at scientists who are not familiar with statistical theory, it concentra...
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
New York [u.a.]
Springer
1996
|
| Series: | Springer series in statistics
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | Statistical Tools for Nonlinear Regression presents methods for analyzing data using parametric nonlinear regression models. Using examples from experiments in agronomy and biochemistry, it shows how to apply the methods. Aimed at scientists who are not familiar with statistical theory, it concentrates on presenting the methods in an intuitive way rather than developing the theoretical grounds. The book includes methods based on classical nonlinear regression theory and more modern methods, such as the bootstrap, that have proven effective in practice. The examples are analyzed with the software nls2 implemented in S-PLUS. |
| Physical Description: | IX, 154 S. graph. Darst. |
| ISBN: | 0387947272 |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:02:09Z |
| institution | BVB |
| isbn | 0387947272 |
| language | English |
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| physical | IX, 154 S. graph. Darst. |
| publishDate | 1996 |
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| spelling | Statistical tools for nonlinear regression a practical guide with S-PLUS examples Sylvie Huet ... New York [u.a.] Springer 1996 IX, 154 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Springer series in statistics Statistical Tools for Nonlinear Regression presents methods for analyzing data using parametric nonlinear regression models. Using examples from experiments in agronomy and biochemistry, it shows how to apply the methods. Aimed at scientists who are not familiar with statistical theory, it concentrates on presenting the methods in an intuitive way rather than developing the theoretical grounds. The book includes methods based on classical nonlinear regression theory and more modern methods, such as the bootstrap, that have proven effective in practice. The examples are analyzed with the software nls2 implemented in S-PLUS. Niet-lineaire modellen gtt Regressieanalyse gtt Nonlinear theories Parameter estimation Regression analysis S-PLUS (DE-588)4321162-8 gnd rswk-swf Nichtlineare Regression (DE-588)4251077-6 gnd rswk-swf Programm (DE-588)4047394-6 gnd rswk-swf Nichtlineare Regression (DE-588)4251077-6 s S-PLUS (DE-588)4321162-8 s Programm (DE-588)4047394-6 s DE-604 Huet, Sylvie Sonstige oth DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007353032&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Statistical tools for nonlinear regression a practical guide with S-PLUS examples Niet-lineaire modellen gtt Regressieanalyse gtt Nonlinear theories Parameter estimation Regression analysis S-PLUS (DE-588)4321162-8 gnd Nichtlineare Regression (DE-588)4251077-6 gnd Programm (DE-588)4047394-6 gnd |
| subject_GND | (DE-588)4321162-8 (DE-588)4251077-6 (DE-588)4047394-6 |
| title | Statistical tools for nonlinear regression a practical guide with S-PLUS examples |
| title_auth | Statistical tools for nonlinear regression a practical guide with S-PLUS examples |
| title_exact_search | Statistical tools for nonlinear regression a practical guide with S-PLUS examples |
| title_full | Statistical tools for nonlinear regression a practical guide with S-PLUS examples Sylvie Huet ... |
| title_fullStr | Statistical tools for nonlinear regression a practical guide with S-PLUS examples Sylvie Huet ... |
| title_full_unstemmed | Statistical tools for nonlinear regression a practical guide with S-PLUS examples Sylvie Huet ... |
| title_short | Statistical tools for nonlinear regression |
| title_sort | statistical tools for nonlinear regression a practical guide with s plus examples |
| title_sub | a practical guide with S-PLUS examples |
| topic | Niet-lineaire modellen gtt Regressieanalyse gtt Nonlinear theories Parameter estimation Regression analysis S-PLUS (DE-588)4321162-8 gnd Nichtlineare Regression (DE-588)4251077-6 gnd Programm (DE-588)4047394-6 gnd |
| topic_facet | Niet-lineaire modellen Regressieanalyse Nonlinear theories Parameter estimation Regression analysis S-PLUS Nichtlineare Regression Programm |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007353032&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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