Larini M., Barthes A. Quantitative and Statistical Data in Education: From Data Collection to Data Processing

UK, USA: ISTE, Ltd John Wiley & Sons, Inc., 2019. — 285 p. — (Science, Society and New Technologies Series. Volume 2 - Education SET). — ISBN: 1786302284.This book presents different data collection and representation techniques: elementary descriptive statistics, confirmatory statistics, multivariate approaches and statistical modeling. It exposes the possibility of giving more robustness to the classical methodologies of education sciences by adding a quantitative approach. The fundamentals of each approach and the reasons behind them are methodically analyzed, and both simple and advanced examples are given to demonstrate how to use them. Subsequently, this book can be used both as a course for the uninitiated and as an accompaniment for researchers who are already familiar with these concepts.. Data Collection in Education
Elementary Descriptive Statistics and Data Representation
Confirmatory Statistics
Multivariate Analyses
Statistical Modeling
Toward the Robustness in Studies in Education by the Quantitative Approach