Structural equation modeling: applications in ecological and evolutionary biology
Structural equation modelling (SEM) is a technique that is used to estimate, analyse and test models that specify relationships among variables. The ability to conduct such analyses is essential for many problems in ecology and evolutionary biology. This book begins by explaining the theory behind t...
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Cambridge
Cambridge University Press
2003
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Online-Zugang: | BSB01 FHN01 UBT01 URL des Erstveröffentlichers |
Zusammenfassung: | Structural equation modelling (SEM) is a technique that is used to estimate, analyse and test models that specify relationships among variables. The ability to conduct such analyses is essential for many problems in ecology and evolutionary biology. This book begins by explaining the theory behind the statistical methodology, including chapters on conceptual issues, the implementation of an SEM study and the history of the development of SEM. The second section provides examples of analyses on biological data including multi-group models, means models, P-technique and time-series. The final section of the book deals with computer applications and contrasts three popular SEM software packages. Aimed specifically at biological researchers and graduate students, this book will serve as valuable resource for both learning and teaching the SEM methodology. Moreover, data sets and programs that are presented in the book can also be downloaded from a website to assist the learning process |
Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
Beschreibung: | 1 online resource (xiii, 409 pages) |
ISBN: | 9780511542138 |
DOI: | 10.1017/CBO9780511542138 |
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505 | 8 | |a Part I. Theory: 1. Structural equation modeling : an introduction / Scott L. Hershberger, George A. Marcoulides and Makeba M. Parramore -- 2. Concepts of structural equation modeling in biological research / Bruce H. Pugesek -- 3. Modeling a complex conceptual theory of population change in the shiras moose : history and recasting as a structural equation model / Bruce H. Pugesek -- 4. A short history of structural equation models / Adrian Tomer -- 5. Guidelines for the implementation and publication of structural equation models / Adrian Tomer and Bruce H. Pugesek -- Part II. Applications: -- 6. Modeling intraindividual variability and change in bio-behavioural developmental processes / Patricia H. Hawley and Todd D. Little -- 7. Examining the relationship between environmental variables and ordination axes using latent variables and structural equation modeling / James B. Grace -- 8. From biological hypothesis to structural equation models : the imperfection of causal translation / Bill Shipley -- 9. Analyzing dynamic systems : a comparison of structural equation modeling and system dynamics modeling / Peter S. Hovmand -- 10. Estimating analysis of variance models as structural equation models / Michael J. Rovine and Peter C.M. Molenaar -- 11. Comparing groups using structural equations / James B. Grace -- 12. Modeling means in latent variable models of natural selection / Bruce H. Pugesek -- 13. Modeling manifest variables in longitudinal designs -- a two-stage approach / Bret E. Fuller, Alexander von Eye, Phillip K. Wood and Bob Keeland -- Part III. Computing: -- 14. A comparison of the SEM software packages Amos, EQS and LISREL / Alexander von Eye and Bret E. Fuller | |
520 | |a Structural equation modelling (SEM) is a technique that is used to estimate, analyse and test models that specify relationships among variables. The ability to conduct such analyses is essential for many problems in ecology and evolutionary biology. This book begins by explaining the theory behind the statistical methodology, including chapters on conceptual issues, the implementation of an SEM study and the history of the development of SEM. The second section provides examples of analyses on biological data including multi-group models, means models, P-technique and time-series. The final section of the book deals with computer applications and contrasts three popular SEM software packages. Aimed specifically at biological researchers and graduate students, this book will serve as valuable resource for both learning and teaching the SEM methodology. Moreover, data sets and programs that are presented in the book can also be downloaded from a website to assist the learning process | ||
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Datensatz im Suchindex
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---|---|
any_adam_object | |
author2 | Pugesek, Bruce H. 1951- Tomer, Adrian 1944- Eye, Alexander von 1949- |
author2_role | edt edt edt |
author2_variant | b h p bh bhp a t at a v e av ave |
author_GND | (DE-588)1060561107 (DE-588)108576639 |
author_facet | Pugesek, Bruce H. 1951- Tomer, Adrian 1944- Eye, Alexander von 1949- |
building | Verbundindex |
bvnumber | BV043944900 |
classification_rvk | RB 10480 WC 5300 |
collection | ZDB-20-CBO |
contents | Part I. Theory: 1. Structural equation modeling : an introduction / Scott L. Hershberger, George A. Marcoulides and Makeba M. Parramore -- 2. Concepts of structural equation modeling in biological research / Bruce H. Pugesek -- 3. Modeling a complex conceptual theory of population change in the shiras moose : history and recasting as a structural equation model / Bruce H. Pugesek -- 4. A short history of structural equation models / Adrian Tomer -- 5. Guidelines for the implementation and publication of structural equation models / Adrian Tomer and Bruce H. Pugesek -- Part II. Applications: -- 6. Modeling intraindividual variability and change in bio-behavioural developmental processes / Patricia H. Hawley and Todd D. Little -- 7. Examining the relationship between environmental variables and ordination axes using latent variables and structural equation modeling / James B. Grace -- 8. From biological hypothesis to structural equation models : the imperfection of causal translation / Bill Shipley -- 9. Analyzing dynamic systems : a comparison of structural equation modeling and system dynamics modeling / Peter S. Hovmand -- 10. Estimating analysis of variance models as structural equation models / Michael J. Rovine and Peter C.M. Molenaar -- 11. Comparing groups using structural equations / James B. Grace -- 12. Modeling means in latent variable models of natural selection / Bruce H. Pugesek -- 13. Modeling manifest variables in longitudinal designs -- a two-stage approach / Bret E. Fuller, Alexander von Eye, Phillip K. Wood and Bob Keeland -- Part III. Computing: -- 14. A comparison of the SEM software packages Amos, EQS and LISREL / Alexander von Eye and Bret E. Fuller |
ctrlnum | (ZDB-20-CBO)CR9780511542138 (OCoLC)850015567 (DE-599)BVBBV043944900 |
dewey-full | 577/.015/118 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 577 - Ecology |
dewey-raw | 577/.015/118 |
dewey-search | 577/.015/118 |
dewey-sort | 3577 215 3118 |
dewey-tens | 570 - Biology |
discipline | Biologie Geographie |
doi_str_mv | 10.1017/CBO9780511542138 |
format | Electronic eBook |
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indexdate | 2024-07-10T07:39:22Z |
institution | BVB |
isbn | 9780511542138 |
language | English |
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publisher | Cambridge University Press |
record_format | marc |
spelling | Structural equation modeling applications in ecological and evolutionary biology edited by Bruce H. Pugesek, Adrian Tomer, and Alexander von Eye Cambridge Cambridge University Press 2003 1 online resource (xiii, 409 pages) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) Part I. Theory: 1. Structural equation modeling : an introduction / Scott L. Hershberger, George A. Marcoulides and Makeba M. Parramore -- 2. Concepts of structural equation modeling in biological research / Bruce H. Pugesek -- 3. Modeling a complex conceptual theory of population change in the shiras moose : history and recasting as a structural equation model / Bruce H. Pugesek -- 4. A short history of structural equation models / Adrian Tomer -- 5. Guidelines for the implementation and publication of structural equation models / Adrian Tomer and Bruce H. Pugesek -- Part II. Applications: -- 6. Modeling intraindividual variability and change in bio-behavioural developmental processes / Patricia H. Hawley and Todd D. Little -- 7. Examining the relationship between environmental variables and ordination axes using latent variables and structural equation modeling / James B. Grace -- 8. From biological hypothesis to structural equation models : the imperfection of causal translation / Bill Shipley -- 9. Analyzing dynamic systems : a comparison of structural equation modeling and system dynamics modeling / Peter S. Hovmand -- 10. Estimating analysis of variance models as structural equation models / Michael J. Rovine and Peter C.M. Molenaar -- 11. Comparing groups using structural equations / James B. Grace -- 12. Modeling means in latent variable models of natural selection / Bruce H. Pugesek -- 13. Modeling manifest variables in longitudinal designs -- a two-stage approach / Bret E. Fuller, Alexander von Eye, Phillip K. Wood and Bob Keeland -- Part III. Computing: -- 14. A comparison of the SEM software packages Amos, EQS and LISREL / Alexander von Eye and Bret E. Fuller Structural equation modelling (SEM) is a technique that is used to estimate, analyse and test models that specify relationships among variables. The ability to conduct such analyses is essential for many problems in ecology and evolutionary biology. This book begins by explaining the theory behind the statistical methodology, including chapters on conceptual issues, the implementation of an SEM study and the history of the development of SEM. The second section provides examples of analyses on biological data including multi-group models, means models, P-technique and time-series. The final section of the book deals with computer applications and contrasts three popular SEM software packages. Aimed specifically at biological researchers and graduate students, this book will serve as valuable resource for both learning and teaching the SEM methodology. Moreover, data sets and programs that are presented in the book can also be downloaded from a website to assist the learning process Mathematisches Modell Ökologie Ecology / Mathematical models Evolution (Biology) / Mathematical models Ecology / Statistical methods Evolution (Biology) / Statistical methods Strukturgleichungsmodell (DE-588)4252999-2 gnd rswk-swf Evolutionsbiologie (DE-588)4153283-1 gnd rswk-swf Ökologie (DE-588)4043207-5 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Strukturgleichungsmodell (DE-588)4252999-2 s Ökologie (DE-588)4043207-5 s 2\p DE-604 Evolutionsbiologie (DE-588)4153283-1 s 3\p DE-604 Pugesek, Bruce H. 1951- edt Tomer, Adrian 1944- (DE-588)1060561107 edt Eye, Alexander von 1949- (DE-588)108576639 edt Erscheint auch als Druckausgabe 978-0-521-10402-9 Erscheint auch als Druckausgabe 978-0-521-78133-6 https://doi.org/10.1017/CBO9780511542138 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 | Structural equation modeling applications in ecological and evolutionary biology Part I. Theory: 1. Structural equation modeling : an introduction / Scott L. Hershberger, George A. Marcoulides and Makeba M. Parramore -- 2. Concepts of structural equation modeling in biological research / Bruce H. Pugesek -- 3. Modeling a complex conceptual theory of population change in the shiras moose : history and recasting as a structural equation model / Bruce H. Pugesek -- 4. A short history of structural equation models / Adrian Tomer -- 5. Guidelines for the implementation and publication of structural equation models / Adrian Tomer and Bruce H. Pugesek -- Part II. Applications: -- 6. Modeling intraindividual variability and change in bio-behavioural developmental processes / Patricia H. Hawley and Todd D. Little -- 7. Examining the relationship between environmental variables and ordination axes using latent variables and structural equation modeling / James B. Grace -- 8. From biological hypothesis to structural equation models : the imperfection of causal translation / Bill Shipley -- 9. Analyzing dynamic systems : a comparison of structural equation modeling and system dynamics modeling / Peter S. Hovmand -- 10. Estimating analysis of variance models as structural equation models / Michael J. Rovine and Peter C.M. Molenaar -- 11. Comparing groups using structural equations / James B. Grace -- 12. Modeling means in latent variable models of natural selection / Bruce H. Pugesek -- 13. Modeling manifest variables in longitudinal designs -- a two-stage approach / Bret E. Fuller, Alexander von Eye, Phillip K. Wood and Bob Keeland -- Part III. Computing: -- 14. A comparison of the SEM software packages Amos, EQS and LISREL / Alexander von Eye and Bret E. Fuller Mathematisches Modell Ökologie Ecology / Mathematical models Evolution (Biology) / Mathematical models Ecology / Statistical methods Evolution (Biology) / Statistical methods Strukturgleichungsmodell (DE-588)4252999-2 gnd Evolutionsbiologie (DE-588)4153283-1 gnd Ökologie (DE-588)4043207-5 gnd |
subject_GND | (DE-588)4252999-2 (DE-588)4153283-1 (DE-588)4043207-5 (DE-588)4143413-4 |
title | Structural equation modeling applications in ecological and evolutionary biology |
title_auth | Structural equation modeling applications in ecological and evolutionary biology |
title_exact_search | Structural equation modeling applications in ecological and evolutionary biology |
title_full | Structural equation modeling applications in ecological and evolutionary biology edited by Bruce H. Pugesek, Adrian Tomer, and Alexander von Eye |
title_fullStr | Structural equation modeling applications in ecological and evolutionary biology edited by Bruce H. Pugesek, Adrian Tomer, and Alexander von Eye |
title_full_unstemmed | Structural equation modeling applications in ecological and evolutionary biology edited by Bruce H. Pugesek, Adrian Tomer, and Alexander von Eye |
title_short | Structural equation modeling |
title_sort | structural equation modeling applications in ecological and evolutionary biology |
title_sub | applications in ecological and evolutionary biology |
topic | Mathematisches Modell Ökologie Ecology / Mathematical models Evolution (Biology) / Mathematical models Ecology / Statistical methods Evolution (Biology) / Statistical methods Strukturgleichungsmodell (DE-588)4252999-2 gnd Evolutionsbiologie (DE-588)4153283-1 gnd Ökologie (DE-588)4043207-5 gnd |
topic_facet | Mathematisches Modell Ökologie Ecology / Mathematical models Evolution (Biology) / Mathematical models Ecology / Statistical methods Evolution (Biology) / Statistical methods Strukturgleichungsmodell Evolutionsbiologie Aufsatzsammlung |
url | https://doi.org/10.1017/CBO9780511542138 |
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