Hartmann F.G., Kopp J., Lois D. Social Science Data Analysis: An Introduction

Springer, 2023. — 194 p. — ISBN 978-3-658-41229-6.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.Preface to the New Edition
On the Task of Empirical Social Research and Data Analysis in the Sociological Research Process
On the Data Situation:​ Own Data Collection or Secondary Analysis
The First Steps of Data Analysis:​ Preparation, Data Description and Bivariate Relationships
Significance Test
Linear Regression
On the Logic of Data Analysis:​ Which Evaluation Strategy Fits Best to My Research Question?​
Logistic Regression
An Outlook on Advanced Statistical Analysis Methods