Quantitative methods in educational and social research using SPSS /

Tolmie, Andy

Quantitative methods in educational and social research using SPSS / Andy Tolmie, Daniel Muijs, Erica McAteer - Maidenhead, Eng. : McGraw-Hill, 2011 - vii, 324 p. : ill. ; 25 cm + 1 CD-ROM

Includes bibliographical references and index

Part I. Modelling and research design -- 1. An introduction to the concept of data modelling -- 2. Sampling -- 3. Survey, experimental and secondary research -- pt. II Modelling associations between variables -- 4. Modelling categorical data -- 5. Measuring association in continuous data -- 6. Multiple regression -- 7. Multiple regression with categorical predictors -- pt. III Modelling and concepts of measurement -- 8. Concepts of measurement revisited -- 9. Measurement and factor analysis -- pt. IV Modelling complex relationships -- 10. Complex models in multiple regression -- 11.Multilevel modelling -- 12. Log-linear modelling -- 13. Logistic regression -- 14. Complex ANOVA designs

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Social sciences--Research--Statistical methods--Computer programs
Education--Research--Statistical methods--Computer programs

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