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...

How poor urban youth in Chicago use social media to profit from portrayals of gang violence, and the questions this raises about poverty, opportunities, and public voyeurismAmid increasing hardship and limited employment options, poor urban youth are developing creative online strategies to make ends meet. Using such social media platforms as YouTube, Twitter, and Instagram, they’re capitalizing on the public’s fascination with the ghetto and gang violence. But with what consequences? Bal...

An essential introduction to microbiome science, a new cutting-edge discipline that is transforming the life sciencesThis book provides an accessible and authoritative guide to the fundamental principles of microbiome science, an exciting and fast-emerging new discipline that is reshaping many aspects of the life sciences. Resident microbes in healthy animals--including humans—can dictate many traits of the animal host. This animal microbiome is a second immune system conferring protection ...

-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...