APA handbook of research methods in psychology: Volume 3 Data analysis and research publication
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Washington, DC
American Psychological Assoc.
[2023]
|
| Ausgabe: | Second edition |
| Schriftenreihe: | APA handbooks in psychology
APA handbooks in psychology |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xv, 639 Seiten Illustrationen, Diagramme |
| ISBN: | 9781433841354 |
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Datensatz im Suchindex
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Contents Volume 3: Data Analysis and Research Publication Editorial Board. Contributors. xi xiii Part I. Quantitative Data Analysis. 1 Section 1. Preparing Data for Analysis. 3 Chapter 1. Methods for Dealing With Bad Data and Inadequate Models: Distributions, Linear Models, and Beyond. Rand R. Wilcox and Guillaume A. Rousselet Chapter 2. Maximum Likelihood and Multiple Imputation Missing Data Handling: How They Work, and How to Make Them Work in Practice. Timothy Hayes and Craig K. Enders Chapter 3. Exploratory Data Analysis. Paul F. Velleman and David C. Hoaglin 5 27 53 Section 2. Describing Data. 75 Chapter 4. Graphic Displays of Data. Leland Wilkinson Chapter 5. Estimating and Visualizing Interactions in Moderated Multiple Regression. Ill Connor J. McCabe and Kevin M. King Chapter 6. Effect-Size
Estimation. Michael Borenstein Chapter 7. Measures of Clinically Significant Change. Russell J. Bailey, Benjamin M. Ogles, and Michael J. Lambert 77 129 147 vii
Contents Section 3. Methods With Single Outcomes. 167 Chapter 8. Analysis of Variance and the General Linear Model. James Jaccard and Ai Bo Chapter 9. Generalized Linear Models. David Rindskopf Chapter 10. Multilevel Modeling for Psychologists. John B. Nezlek 169 201 219 Section 4. Methods With Outcomes Measured Over Time. 243 Chapter 11. Longitudinal Data Analysis. Andrew K. Littlefield Chapter 12. Event History Analysis. Fetene B. Tekle and Jeroen K. Vermunt Chapter 13. Latent State-Trait Models. Rolf Steyer, Christian Geiser, and Christiane Lößnitzer Chapter 14. Latent Variable Modeling of Continuous Growth. David A. Cole, Jeffrey A. Ciesla, and Qimin Liu Chapter 15. Dynamical Systems and Differential Equation Models of Change. Steven M. Boker and Robert G. Moulder Chapter 16. A Multivariate Growth Curve Model for Three-Level Data. Patrick J. Curran, Chris L. Strauss, Ethan M. McCormick, and James S. McGinley 245 269 297 317 337 351 Section 5. Multivariate Methods. 377 Chapter
17. Exploratory Factor Analysis and Confirmatory Factor Analysis. 379 Keith E Widaman and Jonathan Lee Helm Chapter 18. Latent Class and Latent Profile Models. 411 Brian P Flaherty, Liying Wang, and Cara J. Kiff Chapter 19. Decision Trees and Ensemble Methods in the Behavioral Sciences. . . . 429 Kevin J. Grimm, Rossjacobucci, and John J. McArdle Section 6. Dyadic and Social Network Data. 449 Chapter 20. Using the Social Relations Model to Understand Interpersonal Perception and Behavior. 451 P Niels Christensen, Deborah A. Kashy, and Katelin E. Leahy Chapter 21. Dyadic Data Analysis. 465 Richard Gonzalez and Dale Griffin viii
Contents Section 7. Using Data Collected by Others. 479 Chapter 22. The Data of Others: New and Old Faces of Archival Research. 481 Sophie Pychlau and David T. Wagner Chapter 23. Social Network Analysis in Psychology: Recent Breakthroughs in Methods and Theories. 501 Wei Wang, Tobias Stark, James D. Westaby, Adam K. Parr, and Daniel A. Newman Chapter 24. Meta-Analysis. 539 Jeffrey C. Valentine, Therese D. Pigott, and Joseph Morris Part II. Publishing and the Publication Process. 561 Chapter 25. Research Data Management and Sharing. 563 Katherine G. Akers and John A. Borghi Chapter 26. Questionable Practices in Statistical Analysis. 579 Rex B. Kline Chapter 27. Ethical Issues in Manuscript Preparation and Authorship. 597 Jennifer Crocker Index. 617 ix |
| adam_txt |
Contents Volume 3: Data Analysis and Research Publication Editorial Board. Contributors. xi xiii Part I. Quantitative Data Analysis. 1 Section 1. Preparing Data for Analysis. 3 Chapter 1. Methods for Dealing With Bad Data and Inadequate Models: Distributions, Linear Models, and Beyond. Rand R. Wilcox and Guillaume A. Rousselet Chapter 2. Maximum Likelihood and Multiple Imputation Missing Data Handling: How They Work, and How to Make Them Work in Practice. Timothy Hayes and Craig K. Enders Chapter 3. Exploratory Data Analysis. Paul F. Velleman and David C. Hoaglin 5 27 53 Section 2. Describing Data. 75 Chapter 4. Graphic Displays of Data. Leland Wilkinson Chapter 5. Estimating and Visualizing Interactions in Moderated Multiple Regression. Ill Connor J. McCabe and Kevin M. King Chapter 6. Effect-Size
Estimation. Michael Borenstein Chapter 7. Measures of Clinically Significant Change. Russell J. Bailey, Benjamin M. Ogles, and Michael J. Lambert 77 129 147 vii
Contents Section 3. Methods With Single Outcomes. 167 Chapter 8. Analysis of Variance and the General Linear Model. James Jaccard and Ai Bo Chapter 9. Generalized Linear Models. David Rindskopf Chapter 10. Multilevel Modeling for Psychologists. John B. Nezlek 169 201 219 Section 4. Methods With Outcomes Measured Over Time. 243 Chapter 11. Longitudinal Data Analysis. Andrew K. Littlefield Chapter 12. Event History Analysis. Fetene B. Tekle and Jeroen K. Vermunt Chapter 13. Latent State-Trait Models. Rolf Steyer, Christian Geiser, and Christiane Lößnitzer Chapter 14. Latent Variable Modeling of Continuous Growth. David A. Cole, Jeffrey A. Ciesla, and Qimin Liu Chapter 15. Dynamical Systems and Differential Equation Models of Change. Steven M. Boker and Robert G. Moulder Chapter 16. A Multivariate Growth Curve Model for Three-Level Data. Patrick J. Curran, Chris L. Strauss, Ethan M. McCormick, and James S. McGinley 245 269 297 317 337 351 Section 5. Multivariate Methods. 377 Chapter
17. Exploratory Factor Analysis and Confirmatory Factor Analysis. 379 Keith E Widaman and Jonathan Lee Helm Chapter 18. Latent Class and Latent Profile Models. 411 Brian P Flaherty, Liying Wang, and Cara J. Kiff Chapter 19. Decision Trees and Ensemble Methods in the Behavioral Sciences. . . . 429 Kevin J. Grimm, Rossjacobucci, and John J. McArdle Section 6. Dyadic and Social Network Data. 449 Chapter 20. Using the Social Relations Model to Understand Interpersonal Perception and Behavior. 451 P Niels Christensen, Deborah A. Kashy, and Katelin E. Leahy Chapter 21. Dyadic Data Analysis. 465 Richard Gonzalez and Dale Griffin viii
Contents Section 7. Using Data Collected by Others. 479 Chapter 22. The Data of Others: New and Old Faces of Archival Research. 481 Sophie Pychlau and David T. Wagner Chapter 23. Social Network Analysis in Psychology: Recent Breakthroughs in Methods and Theories. 501 Wei Wang, Tobias Stark, James D. Westaby, Adam K. Parr, and Daniel A. Newman Chapter 24. Meta-Analysis. 539 Jeffrey C. Valentine, Therese D. Pigott, and Joseph Morris Part II. Publishing and the Publication Process. 561 Chapter 25. Research Data Management and Sharing. 563 Katherine G. Akers and John A. Borghi Chapter 26. Questionable Practices in Statistical Analysis. 579 Rex B. Kline Chapter 27. Ethical Issues in Manuscript Preparation and Authorship. 597 Jennifer Crocker Index. 617 ix |
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| spelling | APA handbook of research methods in psychology Volume 3 Data analysis and research publication Harris Cooper, ed.-in-chief Second edition Washington, DC American Psychological Assoc. [2023] xv, 639 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier APA handbooks in psychology Psychologie (DE-588)4047704-6 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Forschung (DE-588)4017894-8 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Psychologie (DE-588)4047704-6 s Forschung (DE-588)4017894-8 s Methode (DE-588)4038971-6 s DE-604 Cooper, Harris M. (DE-588)136005365 edt (DE-604)BV040263209 3 Erscheint auch als Online-Ausgabe 978-1-4338-4136-1 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034354675&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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