Response surface methodology and related topics /:
This is the first edited volume on response surface methodology (RSM). It contains 17 chapters written by leading experts in the field and covers a wide variety of topics ranging from areas in classical RSM to more recent modeling approaches within the framework of RSM, including the use of generali...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hacenksack, N.J. :
World Scientific,
©2006.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This is the first edited volume on response surface methodology (RSM). It contains 17 chapters written by leading experts in the field and covers a wide variety of topics ranging from areas in classical RSM to more recent modeling approaches within the framework of RSM, including the use of generalized linear models. Topics covering particular aspects of robust parameter design, response surface optimization, mixture experiments, and a variety of new graphical approaches in RSM are also included. The main purpose of this volume is to provide an overview of the key ideas that have shaped RSM, and to bring attention to recent research directions and developments in RSM, which can have many useful applications in a variety of fields. The volume will be very helpful to researchers as well as practitioners interested in RSM's theory and potential applications. It will be particularly useful to individuals who have used RSM methods in the past, but have not kept up with its recent developments, both in theory and applications. |
| Beschreibung: | 1 online resource (xiii, 457 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9789812774736 9812774734 9789812564580 9812564586 1281378984 9781281378989 |
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| 520 | |a This is the first edited volume on response surface methodology (RSM). It contains 17 chapters written by leading experts in the field and covers a wide variety of topics ranging from areas in classical RSM to more recent modeling approaches within the framework of RSM, including the use of generalized linear models. Topics covering particular aspects of robust parameter design, response surface optimization, mixture experiments, and a variety of new graphical approaches in RSM are also included. The main purpose of this volume is to provide an overview of the key ideas that have shaped RSM, and to bring attention to recent research directions and developments in RSM, which can have many useful applications in a variety of fields. The volume will be very helpful to researchers as well as practitioners interested in RSM's theory and potential applications. It will be particularly useful to individuals who have used RSM methods in the past, but have not kept up with its recent developments, both in theory and applications. | ||
| 505 | 0 | |a Preface -- List of contributors -- ch. 1. Two-level factorial and fractional factorial designs in blocks of size two. part 2 / Yuyun Jessie Yang and Norman R. Draper -- ch. 2. Response surface experiments on processes with high variation / Steven G. Gilmour and Luzia A. Trinca -- ch. 3. Random run order, randomization and inadvertent split-plots in response surface experiments / Jitendra Ganju and James M. Lucas -- ch. 4. Statistical inference for response surface optima / Dennis K.J. Lin and John J. Peterson -- ch. 5. A search method for the exploration of new regions in robust parameter design / Guillermo Miró-Quesada and Enrique del Castillo -- ch. 6. Response surface approaches to robust parameter design / Timothy J. Robinson and Shaun S. Wulff -- ch. 7. Response surface methods and their application in the treatment of cancer with drug combinations: some reflections / Kathryn S. Dawson, T.J. Eller, and Walter H. Carter, Jr. -- ch. 8. Generalized linear models and response transformation / Anthony C. Atkinson -- ch. 9. GLM designs: the dependence on unknown parameters dilemma / André I. Khuri and Siuli Mukhopadhyay -- ch. 10. Design for a trinomial response to dose / Shenghua Kelly Fan and Kathryn Chaloner -- ch. 11. Evaluating the performance of non-standard designs: the San Cristobal design / Linda M. Haines -- ch. 12. 50 years of mixture experiment research: 1955-2004 / Greg F. Piepel -- ch. 13. Graphical methods for comparing response surface designs for experiments with mixture components / Heidi B. Goldfarb and Douglas C. Montgomery -- ch. 14. Graphical methods for assessing the prediction capability of response surface designs / John J. Borkowski -- ch. 15. Using fraction of design space plots for informative comparisons between designs / Christine M. Anderson-Cook and Ayca Ozol-Godfrey -- ch. 16. Concepts of slope-rotatability for second order response surface designs / Sung H. Park -- ch. 17. Design of experiments for estimating differences between responses and slopes of the response / Shahariar Huda. | |
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| contents | Preface -- List of contributors -- ch. 1. Two-level factorial and fractional factorial designs in blocks of size two. part 2 / Yuyun Jessie Yang and Norman R. Draper -- ch. 2. Response surface experiments on processes with high variation / Steven G. Gilmour and Luzia A. Trinca -- ch. 3. Random run order, randomization and inadvertent split-plots in response surface experiments / Jitendra Ganju and James M. Lucas -- ch. 4. Statistical inference for response surface optima / Dennis K.J. Lin and John J. Peterson -- ch. 5. A search method for the exploration of new regions in robust parameter design / Guillermo Miró-Quesada and Enrique del Castillo -- ch. 6. Response surface approaches to robust parameter design / Timothy J. Robinson and Shaun S. Wulff -- ch. 7. Response surface methods and their application in the treatment of cancer with drug combinations: some reflections / Kathryn S. Dawson, T.J. Eller, and Walter H. Carter, Jr. -- ch. 8. Generalized linear models and response transformation / Anthony C. Atkinson -- ch. 9. GLM designs: the dependence on unknown parameters dilemma / André I. Khuri and Siuli Mukhopadhyay -- ch. 10. Design for a trinomial response to dose / Shenghua Kelly Fan and Kathryn Chaloner -- ch. 11. Evaluating the performance of non-standard designs: the San Cristobal design / Linda M. Haines -- ch. 12. 50 years of mixture experiment research: 1955-2004 / Greg F. Piepel -- ch. 13. Graphical methods for comparing response surface designs for experiments with mixture components / Heidi B. Goldfarb and Douglas C. Montgomery -- ch. 14. Graphical methods for assessing the prediction capability of response surface designs / John J. Borkowski -- ch. 15. Using fraction of design space plots for informative comparisons between designs / Christine M. Anderson-Cook and Ayca Ozol-Godfrey -- ch. 16. Concepts of slope-rotatability for second order response surface designs / Sung H. Park -- ch. 17. Design of experiments for estimating differences between responses and slopes of the response / Shahariar Huda. |
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| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| indexdate | 2024-11-27T13:16:35Z |
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| isbn | 9789812774736 9812774734 9789812564580 9812564586 1281378984 9781281378989 |
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| publisher | World Scientific, |
| record_format | marc |
| spelling | Response surface methodology and related topics / editor, André I. Khuri. Hacenksack, N.J. : World Scientific, ©2006. 1 online resource (xiii, 457 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Print version record. This is the first edited volume on response surface methodology (RSM). It contains 17 chapters written by leading experts in the field and covers a wide variety of topics ranging from areas in classical RSM to more recent modeling approaches within the framework of RSM, including the use of generalized linear models. Topics covering particular aspects of robust parameter design, response surface optimization, mixture experiments, and a variety of new graphical approaches in RSM are also included. The main purpose of this volume is to provide an overview of the key ideas that have shaped RSM, and to bring attention to recent research directions and developments in RSM, which can have many useful applications in a variety of fields. The volume will be very helpful to researchers as well as practitioners interested in RSM's theory and potential applications. It will be particularly useful to individuals who have used RSM methods in the past, but have not kept up with its recent developments, both in theory and applications. Preface -- List of contributors -- ch. 1. Two-level factorial and fractional factorial designs in blocks of size two. part 2 / Yuyun Jessie Yang and Norman R. Draper -- ch. 2. Response surface experiments on processes with high variation / Steven G. Gilmour and Luzia A. Trinca -- ch. 3. Random run order, randomization and inadvertent split-plots in response surface experiments / Jitendra Ganju and James M. Lucas -- ch. 4. Statistical inference for response surface optima / Dennis K.J. Lin and John J. Peterson -- ch. 5. A search method for the exploration of new regions in robust parameter design / Guillermo Miró-Quesada and Enrique del Castillo -- ch. 6. Response surface approaches to robust parameter design / Timothy J. Robinson and Shaun S. Wulff -- ch. 7. Response surface methods and their application in the treatment of cancer with drug combinations: some reflections / Kathryn S. Dawson, T.J. Eller, and Walter H. Carter, Jr. -- ch. 8. Generalized linear models and response transformation / Anthony C. Atkinson -- ch. 9. GLM designs: the dependence on unknown parameters dilemma / André I. Khuri and Siuli Mukhopadhyay -- ch. 10. Design for a trinomial response to dose / Shenghua Kelly Fan and Kathryn Chaloner -- ch. 11. Evaluating the performance of non-standard designs: the San Cristobal design / Linda M. Haines -- ch. 12. 50 years of mixture experiment research: 1955-2004 / Greg F. Piepel -- ch. 13. Graphical methods for comparing response surface designs for experiments with mixture components / Heidi B. Goldfarb and Douglas C. Montgomery -- ch. 14. Graphical methods for assessing the prediction capability of response surface designs / John J. Borkowski -- ch. 15. Using fraction of design space plots for informative comparisons between designs / Christine M. Anderson-Cook and Ayca Ozol-Godfrey -- ch. 16. Concepts of slope-rotatability for second order response surface designs / Sung H. Park -- ch. 17. Design of experiments for estimating differences between responses and slopes of the response / Shahariar Huda. Response surfaces (Statistics) http://id.loc.gov/authorities/subjects/sh85113231 Surfaces de réponse (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Response surfaces (Statistics) fast Khuri, André I., 1940- https://id.oclc.org/worldcat/entity/E39PCjDTbKBMJGcRkY46JDTFPP http://id.loc.gov/authorities/names/n85157816 Print version: Response surface methodology and related topics. Hacenksack, N.J. : World Scientific, ©2006 (DLC) 2005049744 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=210782 Volltext |
| spellingShingle | Response surface methodology and related topics / Preface -- List of contributors -- ch. 1. Two-level factorial and fractional factorial designs in blocks of size two. part 2 / Yuyun Jessie Yang and Norman R. Draper -- ch. 2. Response surface experiments on processes with high variation / Steven G. Gilmour and Luzia A. Trinca -- ch. 3. Random run order, randomization and inadvertent split-plots in response surface experiments / Jitendra Ganju and James M. Lucas -- ch. 4. Statistical inference for response surface optima / Dennis K.J. Lin and John J. Peterson -- ch. 5. A search method for the exploration of new regions in robust parameter design / Guillermo Miró-Quesada and Enrique del Castillo -- ch. 6. Response surface approaches to robust parameter design / Timothy J. Robinson and Shaun S. Wulff -- ch. 7. Response surface methods and their application in the treatment of cancer with drug combinations: some reflections / Kathryn S. Dawson, T.J. Eller, and Walter H. Carter, Jr. -- ch. 8. Generalized linear models and response transformation / Anthony C. Atkinson -- ch. 9. GLM designs: the dependence on unknown parameters dilemma / André I. Khuri and Siuli Mukhopadhyay -- ch. 10. Design for a trinomial response to dose / Shenghua Kelly Fan and Kathryn Chaloner -- ch. 11. Evaluating the performance of non-standard designs: the San Cristobal design / Linda M. Haines -- ch. 12. 50 years of mixture experiment research: 1955-2004 / Greg F. Piepel -- ch. 13. Graphical methods for comparing response surface designs for experiments with mixture components / Heidi B. Goldfarb and Douglas C. Montgomery -- ch. 14. Graphical methods for assessing the prediction capability of response surface designs / John J. Borkowski -- ch. 15. Using fraction of design space plots for informative comparisons between designs / Christine M. Anderson-Cook and Ayca Ozol-Godfrey -- ch. 16. Concepts of slope-rotatability for second order response surface designs / Sung H. Park -- ch. 17. Design of experiments for estimating differences between responses and slopes of the response / Shahariar Huda. Response surfaces (Statistics) http://id.loc.gov/authorities/subjects/sh85113231 Surfaces de réponse (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Response surfaces (Statistics) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85113231 |
| title | Response surface methodology and related topics / |
| title_auth | Response surface methodology and related topics / |
| title_exact_search | Response surface methodology and related topics / |
| title_full | Response surface methodology and related topics / editor, André I. Khuri. |
| title_fullStr | Response surface methodology and related topics / editor, André I. Khuri. |
| title_full_unstemmed | Response surface methodology and related topics / editor, André I. Khuri. |
| title_short | Response surface methodology and related topics / |
| title_sort | response surface methodology and related topics |
| topic | Response surfaces (Statistics) http://id.loc.gov/authorities/subjects/sh85113231 Surfaces de réponse (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Response surfaces (Statistics) fast |
| topic_facet | Response surfaces (Statistics) Surfaces de réponse (Statistique) MATHEMATICS Probability & Statistics General. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=210782 |
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