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...

A HISTORY OF ROMAN ART The new edition of the leading textbook on Roman art, updated with new images and expanded geographic and cultural scope A History of Roman Art is an expansive survey of the painting, mosaic, sculpture, decorative arts, and architecture of ancient Rome. This acclaimed textbook provides a fully-illustrated narrative history of Roman art that spans a millennium, from the early origins of Rome to the era of Emperor Constantine. Interwoven throughout the text are themes of ...

Design and Analysis of Experiments provides a rigorous introduction to product and process design improvement through quality and performance optimization. Clear demonstration of widely practiced techniques and procedures allows readers to master fundamental concepts, develop design and analysis skills, and use experimental models and results in real-world applications. Detailed coverage of factorial and fractional factorial design, response surface techniques, regression analysis, biochemist...

Colloquial Chinese: The Complete Course for Beginners has been carefully developed by a leading academic in Chinese language teaching and course design. Based on feedback from learners and teachers who used its previous version, this new edition has been updated to reflect the language and cultural changes in China, such as online shopping and WeChat payment, and to provide a more integrated and step-by-step approach to making the learning of modern Mandarin Chinese more effective and enjoyab...

Students are often overwhelmed by the amount of information presented in the introductory financial accounting course, while instructors often want their students to better grasp "the big picture." Fundamentals of Financial Accounting Concepts delivers a unique approach to building accounting skills while maintaining a more traditional use of debits and credits. Through this method, the authors drive students' curiosity and inspire them to ask the "why" questions that get at the heart of how ...

-Number one text for depth and comprehensive coverage: detailed analysis of existing knowledge and practice -Comprehensively updated in 7th edition with latest research findings, theoretical developments and applications to practice. -Well structured and easily navigable: topic areas clearly defined and packaged to fit course delivery -Unmatched authority: highly recognized author and five previously successful editions -Links theory to practice to help students learn and apply key skills -Of...

Cross-Cultural Management: An Introduction offers students a hands-on approach to cross-cultural management that they can apply to a wide variety of organizational contexts.

This guide builds on decades of evidence and years of experience to help teachers understand how the brain learns to read and how to apply that understanding to Tier 1 instruction.

Today's leaders face the challenge of leading five generations. 5-Gen Leadership addresses the nuances and expectations implicit with leading each generation.

Digital Forensics, Investigation, and Response, Fourth Edition begins by examining the fundamentals of system forensics: what forensics is, an overview of computer crime, the challenges of system forensics, and forensics methods and labs. The second part of this book addresses the tools, techniques, and methods used to perform computer forensics and investigation. These include collecting evidence, investigating information hiding, recovering data, and scrutinizing email.

It also discusses ho...