With clear prose and a reader-friendly format, Robert E. McGrath introduces a conceptual framework for understanding the entire spectrum of quantitative modeling procedures used in psychology while providing a solid grounding in its methods and practices. The result is a comprehensive survey of quantitative methods and concepts in psychology that covers everything needed at the graduate level and beyond, including generalizing from samples to populations, using measurement instruments to generate quantitative scales, discovering alternatives to null hypothesis significance testing, and modeling real-world patterns and relationships.
This book presents the most important and practically relevant quantitative models for the behavioral and social sciences and encourages psychologists and graduate students to think critically about the limitations of the methods currently in use.
This book presents the most important and practically relevant quantitative models for the behavioral and social sciences and encourages psychologists and graduate students to think critically about the limitations of the methods currently in use.
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Clear prose presents a conceptual framework for deciphering quantitative methods in psychology. Covering sample generalization, measurement scales, alternatives to null hypothesis testing, and modeling real-world relationships, it invites critical reflection on prevailing approaches.
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Preface
Introduction
I. Models of Inference
- Preliminary Concepts in Inference
- Significance Testing
- Null Hypothesis Significance Testing
- Practical Issues in Null Hypothesis Significance Testing
- Alternatives to Null Hypothesis Significance Testing
II. Models of Measurement
- Models of Measurement Error
- Latent-Variable Models
III. Structural Modeling
- Preliminary Concepts in Structural Modeling
- Modeling Psychological Phenomena
References
Index
About the Author
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Produktdetaljer
ISBN
9781433809590
Publisert
2011-04-15
Utgiver
American Psychological Association
Høyde
254 mm
Bredde
178 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
241
Forfatter