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...

Port Economics, Management and Policy provides a comprehensive analysis of the contemporary port industry, showing how ports are organized to serve the global economy and support regional and local development.

This book tells the story of how the convergence between corporate sustainability and sustainable investing is now becoming a major force driving systemic market changes. The idea and practice of corporate sustainability is no longer a niche movement. Investors are increasingly paying attention to sustainability factors in their analysis and decision-making, thus reinforcing market transformation.

In this book, high-level practitioners and academic thought leaders, including contributions fro...

Fundamentals of Sustainable Development is an accessible and interdisciplinary textbook that introduces the concept of sustainable development to students from across the disciplines from economics, management, teacher education, arts and humanities to the natural and social sciences. The impact of development needs to be considered beyond the narrow focus of economic, ecological or social concerns. This new edition builds upon the second edition’s user-friendly and comprehensive overview o...

For too long, business has focused on short-term cost advantages through low-cost country sourcing with little regard for the longer-term implications of global sustainability. Purchasing and Supply Chain Management, Second Edition, not only fully addresses the environmental, social and economic challenges of how companies manage purchasing and supply chains, but also delves deeper into emerging areas such as modern slavery, digital technologies and circular supply chains. In addition to expl...

Drawing on the most up-to-date and relevant research, this concise textbook is an accessible guide to harnessing the appropriate resources when launching a new start-up business. The focus is on the wide range of tangible and intangible resources available to entrepreneurs in the early stages of a new venture. This second edition brings in material on crowdfunding, digitalization and Covid-19, and dedicates new chapters to: lean start-ups and business models idea generation and opportunity de...

The Effect: An Introduction to Research Design and Causality, Second edition is an excellent teaching text about research design, specifically concerning research that uses observational data to make a causal inference. It is separated into two halves, each with different approaches to that subject. The first half goes through the concepts of causality, with very little in the way of estimation.

It introduces the concept of identification thoroughly and clearly and discusses it as a process o...

Most information systems textbooks overwhelm business students with overly technical information they may not need in their careers. This textbook takes a new approach to the required information systems course for business majors. For each topic covered, the text highlights key "Take-Aways" that alert students to material they will need to remember during their careers.

Sections titled "Where You Fit In" and "Why This Chapter Matters" explain how the topics being covered will impact students...

Brings innovative new strategic management models to the field of public management, to help public managers adapt their practices in an era of New Public Management reforms New chapter on open, co-operative and collaborative strategy-making, in line with the most innovative approaches to strategy An expanded list of mini-cases, a very popular feature of the first edition, as well as new chapter summaries to help reinforce learning Takes a comparative and international view for advanced level...

White-Collar Crime: An Opportunity Perspective analyzes white-collar crime using the opportunity perspective, which assumes that all crimes depend on offenders recognizing an opportunity to commit an offense.