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Record Nr. |
UNINA9910789327003321 |
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Titolo |
The Oxford handbook of quantitative methods in psychology . Vol. 1 Foundations / / edited by Todd D. Little [[electronic resource]] |
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Pubbl/distr/stampa |
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New York : , : Oxford University Press, , 2013 |
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ISBN |
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Descrizione fisica |
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1 online resource (507 p.) |
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Collana |
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Oxford library of psychology |
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Disciplina |
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Soggetti |
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Psychology - Statistical methods |
Psychology - Mathematical models |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Cover; Contents; Oxford Library of Psychology; About the Editor; Contributors; Table of Contents; 1. Introduction; 2. The Philosophy of Quantitative Methods; 3. Quantitative Methods and Ethics; 4. Special Populations; 5. Theory Construction, Model Building, and Model Selection; 6. Teaching Quantitative Psychology; 7. Modern Test Theory; 8. The IRT Tradition and its Applications; 9. Survey Design and Measure Development; 10. High-Stakes Test Construction and Test Use; 11. Effect Size and Sample Size Planning |
12. Experimental Design for Causal Inference: Clinical Trials and Regression Discontinuity Designs13. Matching and Propensity Scores; 14. Designs for and Analyses of Response Time Experiments; 15. Observational Methods; 16. A Primer of Epidemiologic Methods, Concepts, and Analysis with Examples and More Advanced Applications within Psychology; 17. Program Evaluation: Principles, Procedures, and Practices; 18. Overview of Statistical Estimation Methods; 19. Robust Statistical Estimation; 20. Bayesian Statistical Methods; 21. Mathematical Modeling; 22. Monte Carlo Analysis in Academic Research |
IndexA; B; C; D; E; F; G; H; I; J; K; L; M; N; O; P; Q; R; S; T; U; V; W; Y |
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Sommario/riassunto |
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'The Oxford Handbook of Quantitative Methods in Psychology' provides an accessible and comprehensive review of the current state-of-the-science and a one-stop source for learning and reviewing current best- |
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