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Full Description
In this book, basic statistical knowledge is conveyed in an understandable and application-oriented manner. The readers should be enabled to carry out their own empirical evaluations and to understand or critically reflect on existing analyses.
The third edition is extended by a detailed chapter on the logic of significance tests.
A replication syntax for the statistical program Stata is provided online as supplementary material.
Contents
On the task of empirical social research and quantitative data analysis in the sociological research process.- On the data situation: own data collections or secondary analyses?.- First steps of data analysis: preparation, data description and bivariate correlations.- Significance test.- Linear regressions.- On the logic of data analysis: Which evaluation strategy best fits my research question?.- Logistic regressions.- An outlook on advanced statistical analysis methods.