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Doing quantitative research in education with SPSS / Daniel Muijs

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Introduction to quantitative research Experimental and quasi-experimental research Designing non-experimental studies Validity, reliability and generalisability Introduction to PASW statistics (IBM SPSS) and the data set Univariate statistics Bivariate analysis: comparing two groups Bivariate analysis: looking at the relationship between two variables Multivariate analysis: using multiple linear regression models to look at the relationship between several predictors and one dependent variable Using analysis of variance to compare more than two groups Developing scales and measures: item and factor analysis One step beyond: introduction to multilevel modelling and structural equation modelling

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