Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best ‘swiss army knife’ we have for answering these kinds of questions.

This book is a learning resource on inferential statistics and regression analysis. It teaches how to do a wide range of statistical analyses in both R and in Python, ranging from s...

Learn copyright essentials in order to succeed in today’s music industry.

With the free-form exchange of music files and musical ideas online, understanding copyright laws has become essential to career success in the new music marketplace. This cutting-edge, plain-language guide shows you how copyright law drives the contemporary music industry.

By looking at the law and its recent history, you will understand the new issues introduced by the digital age, as well as continuing issues of tr...

This engaging and complete resource has everything you need to bring drama and theatre techniques into the ESL, EFL, or World Language Classroom. Are your students reluctant to speak out in class? Do they lack confidence in their language skills? The dynamic drama games in this book are the perfect catalyst to transform your students into engaged learners, and help them build confidence and language skills. The interactive theatre games and techniques are specifically designed for use in Seco...