ESCP Europe

This book allows to understand how to use and understand statistics. It starts with a description of the basic constructs of statistics : data sets, distributions, and variability. It follows with an introduction to probability and covers random variables. The text continues with statistical inference, confidence intervals, and hypothesis testing. Finally the book gets to regression and time series analysis and demonstrates several applications of the techniques covered.