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...

This book explains the ways of transforming business models from supply driven to demand driven through digital technologies and big data analytics. It covers important topics such as digital leadership, the role of Artificial Intelligence, and platform firms and their role in business model transformation.

Public Management and Governance is the leading text in international public management and governance and an ideal introduction to all aspects of this field. It combines rigorous insight from pre-eminent scholars around the world with supportive, thoughtful, and intuitive structure and pedagogy. This revised and updated fourth edition responds to the significant changes in the external environment, as well as the field itself.

It includes six new chapters covering aspects of increasing impor...

Behavior Modification is a comprehensive, practical presentation of the principles of behavior modification and guidelines for their application. It introduces forms of behavior modification ranging from helping children learn necessary life skills, to training pets, to solving personal behavior problems. It teaches practical “how-to” skills, including discerning long-term effects; designing, implementing, and evaluating behavioral programs; interpreting behavioral episodes; observing and...

Modern Mandarin Chinese Grammar: A Practical Guide, third edition, is an innovative reference guide to Mandarin Chinese, combining traditional and function-based grammar in a single volume. The Grammar is divided into two parts. Part A covers traditional grammar points such as phrase order, and the structure of noun phrases and verb phrases.

Part B is carefully organized around language functions and situations such as:Asking questionsCommunication strategiesMaking comparisonsGiving orders an...

Revised and updated throughout, the new edition of Discourse Analysis provides a comprehensive overview of the major approaches to and methodological tools used in discourse analysis.

In this tenth edition of his award-winning introduction, John Storey presents a clear and critical survey of competing theories of, and various approaches to, popular culture. Its breadth and theoretical unity, exemplified through popular culture, means that it can be flexibly and relevantly applied across a number of disciplines.

How Learning Happens introduces 32 giants of educational research and their findings on how we learn and what we need to know to learn effectively, efficiently, and enjoyably. Many of these works have inspired researchers and teachers all around the world and have left a mark on how we teach today. Now updated to include a new section on Memory and Cognition with five new chapters, this revised second edition explores a selection of the key works on learning and teaching, chosen from the fiel...

Now in its fourth edition, The Handbook of Child and Adolescent Clinical Psychology incorporates important advances in the field to provide a practice- oriented and accessible resource for clinical psychologists in training. Beginning with a set of general conceptual frameworks for practice, the book gives specific guidance on the management of problems commonly encountered in clinical work with children and adolescents, drawing on the best practice in the fields of clinical psychology and fa...

How to Use SPSS® is designed with the novice computer user in mind and for people who have no previous experience using SPSS. Each chapter is divided into short sections that describe the statistic being used, important underlying assumptions, and how to interpret the results and express them in a research report.