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...

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...

Imagining Urban Complexity introduces passionate and critical perspectives on the link between the humanities and urban studies. It emphasizes tropes, media, and genres as cultural techniques that shape complexity in urban environments by distributing affordances, modes of sensing, and modes of sense-making. Focusing on urban political and cultural dynamics in 24 global cities, the book shows that urban environments are thematized in literature and art, but are also entities that are shaped, ...

The infusion of digital technology into contemporary society has had significant effects for everyday life and for everyday crimes. Digital Criminology: Crime and Justice in Digital Society is the first interdisciplinary scholarly investigation extending beyond traditional topics of cybercrime, policing and the law to consider the implications of digital society for public engagement with crime and justice movements. This book seeks to connect the disparate fields of criminology, sociology, l...

This is a comprehensive, but accessible text that introduces students to the fields of human factors and ergonomics. The book is intended for undergraduate students, written from the psychological science perspective along with various pedagogical components that will enhance student comprehension and learning. This book is ideal for those introductory courses that wish to introduce students to the multifaceted areas of human factors and ergonomics along with practical knowledge the students ...

This exciting new textbook challenges the implicit notions inherent in most existing International Relations (IR) scholarship and instead presents the subject as seen from different vantage points in the global South. Divided into four sections, (1) the IR discipline, (2) key concepts and categories, (3) global issues and (4) IR futures, it examines the ways in which world politics have been addressed by traditional core approaches and explores the limitations of these treatments for understa...

Talking the Talk provides a comprehensive introduction to the psychology of language, written for the reader with no background in the field or any prior knowledge of psychology. Written in an accessible and friendly style, the book answers the questions people actually have about language; how do we speak, listen, read, and learn language?The book advocates an experimental approach, explaining how psychologists can use experiments to build models of language processing. Considering the full ...

This is the first introductory statistics text to use an estimation approach from the start to help readers understand effect sizes, confidence intervals (CIs), and meta-analysis ('the new statistics'). It is also the first text to explain the new and exciting Open Science practices, which encourage replication and enhance the trustworthiness of research. In addition, the book explains NHST fully so students can understand published research.

Numerous real research examples are used throughou...