The main objective of this book is to provide mathematically rigorous solutions to statistical problems without burdening the reader with specialized proofs.

It is aimed at those who use Statistics, analyzing almost all its basic methods and familiarizing them with the use of the R language in data analysis.

For better understanding of the included methods, more than 250 solved examples, at least 100 suggested problems, and a plethora of applications in R are provided.