Best practices in quantitative methods:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Los Angeles [u.a.]
Sage Publ.
2008
|
| Schlagworte: | |
| Online-Zugang: | Table of contents only Inhaltsverzeichnis |
| Beschreibung: | XII, 596 S. Ill., graph. Darst. |
| ISBN: | 9781412940658 9781593117320 |
Internformat
MARC
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| 245 | 1 | 0 | |a Best practices in quantitative methods |c ed. by Jason W. Osborne |
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| 300 | |a XII, 596 S. |b Ill., graph. Darst. | ||
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Datensatz im Suchindex
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| adam_text | CONTENTS
Using Best Practices Is a Moral and Ethical Obligation
ix
Jason W. Osborne
1.
The New Stats: Attitudes for the 21st Century
1
Fiona
Fidler
and Geoff Cumming
Part I: Best Practices in Measurement
2.
Setting Standards and Establishing Cut Scores on
Criterion-Referenced Assessments: Some
Technical and Practical Considerations
15
J. Thomas Kellow and Victor L. Willson
3.
Best Practices in
Interrater
Reliability: Three Common Approaches
29
Steven
E. Stender
and Jessica Tsai
4.
An Introduction to
Rasch
Measurement
50
Cherdsak Iramaneerat, Everett V. Smith Jr., and Richard M. Smith
5.
Applications of the Multifaceted
Rasch
Model
71
Edward W. Wolfe and
Lidia Dobria
6.
Best Practices in Exploratory Factor Analysis
86
Jason W. Osborne, Anna B.
Costello,
and J. Thomas Kellow
Part II: Selected Best Practices in Research Design
7.
Replication Statistics
103
Peter R.
Killeen
8.
Mixed Methods Research in the Social Sciences
125
Jessica T. DeCuir-Gunby
9.
Designing a Rigorous Small Sample Study
137
Naomi Jeffery Petersen
10.
Replicated Field Study Design
147
William D.
Schäfer
11.
Best Practices in Quasi-Experimental Designs:
Matching Methods for Causal Inference
155
Elizabeth A. Stuart and Donald B. Rubin
12.
An Introduction to
Meta-
Analysis
177
Spyros Konstantopoulos
Part III: Best Practices in Data Cleaning and the Basics of Data Analysis
13.
Best Practices in Data Transformation:
The Overlooked Effect of Minimum Values
197
Jason W. Osborne
14.
Best Practices in Data Cleaning: How Outliers and
Fringeliers Can Increase Error Rates and Decrease the
Quality and Precision of Your Results
205
Jason W. Osborne and Amy Overbay
15.
How to Deal With Missing Data: Conceptual Overview
and Details for Implementing Two Modern Methods
214
Jason C. Cole
16.
Is Disattenuation of Effects a Best Practice?
239
Jason W. Osborne
17.
Computing and Interpreting Effect Sizes, Confidence Intervals,
and Confidence Intervals for Effect Sizes
246
Bruce Thompson
18.
Robust Methods for Detecting and Describing Associations
263
Rand R. Wilcox
Part IV: Best Practices in Quantitative Methods
19.
Resampling: A Conceptual and Procedural Introduction
283
ChongHoYu
20.
Creating Valid Prediction Equations in Multiple Regression:
Shrinkage, Double Cross-Validation, and
Confidence Intervals Around Predictions
299
Jason W. Osborne
21.
Best Practices in Analyzing Count Data:
Poisson
Regression
306
E. Michael Nussbaum, Sherif Elsadat, and Ahmed H. Khago
22.
Testing the Assumptions of Analysis of Variance
324
Yanyan Sheng
23.
Best Practices in the Analysis of Variance
341
David Howell
24.
Binary Logistic Regression
358
Jason E. King
25.
Bringing Balance and Technical Accuracy to Reporting
Odds Ratios and the Results of Logistic Regression Analyses
385
Jason W. Osborne
26.
Multinomial Logistic Regression
390
Carolyn J. Anderson and Leslie Rutkowski
27.
Enhancing Accuracy in Research Using Regression Mixture Analysis
410
Cody S. Ding
28.
Mediation, Moderation, and the Study of Individual Differences
422
A. Alexander Beaujean
Part V: Best Advanced Practices in Quantitative Methods
29.
A Brief Introduction to Hierarchical Linear Modeling
445
Jason W. Osborne
30.
Best Practices in Analysis of Longitudinal Data: A Multilevel Approach
451
Frans
E.
S.
Tan
31.
Analysis of Moderator Effects in Meta-Analysis
471
Wolfgang Viechtbauer
32.
Best Practices in Structural Equation Modeling
488
Ralph O. Mueller and Gregory R. Hancock
33.
Introduction to Bayesian Modeling for the Social Sciences
509
Gianluca
Baio
and
Marta
Blangiardo
34.
Using
R
for Data Analysis: A Best Practice for Research
535
Ken Kelley, Keke Lai, and Po-Ju Wu
Index
573
About the Editor
589
About the Contributors
590
|
| adam_txt |
CONTENTS
Using Best Practices Is a Moral and Ethical Obligation
ix
Jason W. Osborne
1.
The New Stats: Attitudes for the 21st Century
1
Fiona
Fidler
and Geoff Cumming
Part I: Best Practices in Measurement
2.
Setting Standards and Establishing Cut Scores on
Criterion-Referenced Assessments: Some
Technical and Practical Considerations
15
J. Thomas Kellow and Victor L. Willson
3.
Best Practices in
Interrater
Reliability: Three Common Approaches
29
Steven
E. Stender
and Jessica Tsai
4.
An Introduction to
Rasch
Measurement
50
Cherdsak Iramaneerat, Everett V. Smith Jr., and Richard M. Smith
5.
Applications of the Multifaceted
Rasch
Model
71
Edward W. Wolfe and
Lidia Dobria
6.
Best Practices in Exploratory Factor Analysis
86
Jason W. Osborne, Anna B.
Costello,
and J. Thomas Kellow
Part II: Selected Best Practices in Research Design
7.
Replication Statistics
103
Peter R.
Killeen
8.
Mixed Methods Research in the Social Sciences
125
Jessica T. DeCuir-Gunby
9.
Designing a Rigorous Small Sample Study
137
Naomi Jeffery Petersen
10.
Replicated Field Study Design
147
William D.
Schäfer
11.
Best Practices in Quasi-Experimental Designs:
Matching Methods for Causal Inference
155
Elizabeth A. Stuart and Donald B. Rubin
12.
An Introduction to
Meta-
Analysis
177
Spyros Konstantopoulos
Part III: Best Practices in Data Cleaning and the Basics of Data Analysis
13.
Best Practices in Data Transformation:
The Overlooked Effect of Minimum Values
197
Jason W. Osborne
14.
Best Practices in Data Cleaning: How Outliers and
"Fringeliers" Can Increase Error Rates and Decrease the
Quality and Precision of Your Results
205
Jason W. Osborne and Amy Overbay
15.
How to Deal With Missing Data: Conceptual Overview
and Details for Implementing Two Modern Methods
214
Jason C. Cole
16.
Is Disattenuation of Effects a Best Practice?
239
Jason W. Osborne
17.
Computing and Interpreting Effect Sizes, Confidence Intervals,
and Confidence Intervals for Effect Sizes
246
Bruce Thompson
18.
Robust Methods for Detecting and Describing Associations
263
Rand R. Wilcox
Part IV: Best Practices in Quantitative Methods
19.
Resampling: A Conceptual and Procedural Introduction
283
ChongHoYu
20.
Creating Valid Prediction Equations in Multiple Regression:
Shrinkage, Double Cross-Validation, and
Confidence Intervals Around Predictions
299
Jason W. Osborne
21.
Best Practices in Analyzing Count Data:
Poisson
Regression
306
E. Michael Nussbaum, Sherif Elsadat, and Ahmed H. Khago
22.
Testing the Assumptions of Analysis of Variance
324
Yanyan Sheng
23.
Best Practices in the Analysis of Variance
341
David Howell
24.
Binary Logistic Regression
358
Jason E. King
25.
Bringing Balance and Technical Accuracy to Reporting
Odds Ratios and the Results of Logistic Regression Analyses
385
Jason W. Osborne
26.
Multinomial Logistic Regression
390
Carolyn J. Anderson and Leslie Rutkowski
27.
Enhancing Accuracy in Research Using Regression Mixture Analysis
410
Cody S. Ding
28.
Mediation, Moderation, and the Study of Individual Differences
422
A. Alexander Beaujean
Part V: Best Advanced Practices in Quantitative Methods
29.
A Brief Introduction to Hierarchical Linear Modeling
445
Jason W. Osborne
30.
Best Practices in Analysis of Longitudinal Data: A Multilevel Approach
451
Frans
E.
S.
Tan
31.
Analysis of Moderator Effects in Meta-Analysis
471
Wolfgang Viechtbauer
32.
Best Practices in Structural Equation Modeling
488
Ralph O. Mueller and Gregory R. Hancock
33.
Introduction to Bayesian Modeling for the Social Sciences
509
Gianluca
Baio
and
Marta
Blangiardo
34.
Using
R
for Data Analysis: A Best Practice for Research
535
Ken Kelley, Keke Lai, and Po-Ju Wu
Index
573
About the Editor
589
About the Contributors
590 |
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| spelling | Best practices in quantitative methods ed. by Jason W. Osborne Los Angeles [u.a.] Sage Publ. 2008 XII, 596 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Quantitative Methode (DE-588)4232139-6 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 s Quantitative Methode (DE-588)4232139-6 s DE-604 Osborne, Jason W. Sonstige (DE-588)1037994396 oth http://www.loc.gov/catdir/toc/ecip0718/2007020488.html Table of contents only Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016971613&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| subject_GND | (DE-588)4232139-6 (DE-588)4055916-6 |
| title | Best practices in quantitative methods |
| title_auth | Best practices in quantitative methods |
| title_exact_search | Best practices in quantitative methods |
| title_exact_search_txtP | Best practices in quantitative methods |
| title_full | Best practices in quantitative methods ed. by Jason W. Osborne |
| title_fullStr | Best practices in quantitative methods ed. by Jason W. Osborne |
| title_full_unstemmed | Best practices in quantitative methods ed. by Jason W. Osborne |
| title_short | Best practices in quantitative methods |
| title_sort | best practices in quantitative methods |
| topic | Quantitative Methode (DE-588)4232139-6 gnd Sozialwissenschaften (DE-588)4055916-6 gnd |
| topic_facet | Quantitative Methode Sozialwissenschaften |
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