Taking the topics of a quantitative methodology course and illustrating them through Monte Carlo simulation, this book examines abstract principles, such as bia

Modern computer-intensive statistical methods play a key role in solving many problems across a wide range of scientific disciplines. This new edition of the be

Monte Carlo methods are revolutionizing the on-line analysis of data in many fileds. They have made it possible to solve numerically many complex, non-standard

This book covers the main tools used in statistical simulation from a programmer’s point of view, explaining the R implementation of each simulation technique

The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the mode