Forecasting: principles and practice


Book Description

Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.




Business Forecasting


Book Description

Discover the role of machine learning and artificial intelligence in business forecasting from some of the brightest minds in the field In Business Forecasting: The Emerging Role of Artificial Intelligence and Machine Learning accomplished authors Michael Gilliland, Len Tashman, and Udo Sglavo deliver relevant and timely insights from some of the most important and influential authors in the field of forecasting. You'll learn about the role played by machine learning and AI in the forecasting process and discover brand-new research, case studies, and thoughtful discussions covering an array of practical topics. The book offers multiple perspectives on issues like monitoring forecast performance, forecasting process, communication and accountability for forecasts, and the use of big data in forecasting. You will find: Discussions on deep learning in forecasting, including current trends and challenges Explorations of neural network-based forecasting strategies A treatment of the future of artificial intelligence in business forecasting Analyses of forecasting methods, including modeling, selection, and monitoring In addition to the Foreword by renowned researchers Spyros Makridakis and Fotios Petropoulos, the book also includes 16 "opinion/editorial" Afterwords by a diverse range of top academics, consultants, vendors, and industry practitioners, each providing their own unique vision of the issues, current state, and future direction of business forecasting. Perfect for financial controllers, chief financial officers, business analysts, forecast analysts, and demand planners, Business Forecasting will also earn a place in the libraries of other executives and managers who seek a one-stop resource to help them critically assess and improve their own organization's forecasting efforts.




Managing Bank Risk


Book Description

Featuring new credit engineering tools, "Managing Bank Risk" combines innovative analytic methods with traditional credit management processes. Professor Glantz provides print and electronic risk-measuring tools that ensure credits are made in accordance with bank policy and regulatory requirements, giving bankers with the data necessary for judging asset quality and value.




Production and Inventory Planning and Control: techniques and practices


Book Description

The past few years have seen the utilization of integrated software packages (ERP type) in numerous enterprises. We can thus speak of a large-scale diffusion of the integrated enterprise resource management approach, which induces a growing interest in mastering techniques and approaches put in place in the production planning field, notably collaborative sales and operations planning, master production scheduling, material requirements planning, and implementation control of the plans established. This book adopts this perspective, focusing on the techniques and approaches that contend with decision-making for short- and medium-term planning, and short-term production and inventory control. The application examples that accompany the presentation of each technique would allow students to acquire a good understanding of the links between the concepts, techniques, and their use in practice. For the practice exercises and problems at the end of each chapter, students can deepen their grasp of the role played by production and inventory planning and control in a manufacturing company’s supply chain management, sharpening their skills in applying : The decision support tools and techniques that are implemented in the production planning domain; and The relevant information in decision-making situations. In other words, this book would allow students to obtain the knowledge and know-how that are essential in the competitiveness of a manufacturing firm.




Small and Medium Enterprises


Book Description

"This book provides a comprehensive collection of research on current technological developments and organizational perspectives on the scale of small and medium enterprises"--Provided by publisher.




Supply Chain Engineering


Book Description

Winner of 2013 IIE/Joint Publishers Book-of-the-Year AwardEmphasizing a quantitative approach, Supply Chain Engineering: Models and Applications provides state-of-the-art mathematical models, concepts, and solution methods important in the design, control, operation, and management of global supply chains. The text provides an understanding of




Entrepreneurial Management in Small Firms


Book Description

Examining the crucial role of innovation and entrepreneurship in achieving growth and ongoing success in the small business sector, this book carefully examines the processes by which small businesses identify new opportunities, evolve appropriate marketing strategies, develop new products and services and successfully launch these into the market. The text: - Includes a dedicated chapter on social entrepreneurship and family firms - Explores issues of Ethics and Corporate Social Responsibility - Packed with supporting "real world" case studies including Apple′s iPod, Facebook, Starbucks and YouTube to illustrate how entrepreneurial firms succeed. - Learning features including learning aims, summaries, points for discussion, and further reading. - Companion website with instructors′ manual and PowerPoint slides and access to full-text journal articles for students.




Celebrating America’s Pastimes: Baseball, Hot Dogs, Apple Pie and Marketing?


Book Description

This book contains the full proceedings of the 2015 Academy of Marketing Science Annual Conference held in Denver, Colorado. Marketing has become ubiquitous: it doesn’t matter who you are, where you are or what you are doing, you cannot escape it. In these times of instantaneous news, information and entertainment, everyone is exposed to messages from the moment they awake until the minute they drift off to sleep. America spends the most money in the world on advertising and other marketing communication. So, it could be said that marketing is America’s pastime, as much so as the classics: baseball, hot dogs, and apple pie. Under the theme of “ Celebrating America’s Pastimes: Baseball, Hot Dogs, Apple Pie and Marketing”, this volume discusses all of the good things that marketing can do. Showcasing research from academics, scholars and practitioners from around the world, this volume provides insight and strategies that will help marketers move forward and focus on the positive that marketing can provide to consumers, stakeholders and society. Founded in 1971, the Academy of Marketing Science is an international organization dedicated to promoting timely explorations of phenomena related to the science of marketing in theory, research, and practice. Among its services to members and the community at large, the Academy offers conferences, congresses and symposia that attract delegates from around the world. Presentations from these events are published in this Proceedings series, which offers a comprehensive archive of volumes reflecting the evolution of the field. Volumes deliver cutting-edge research and insights, complimenting the Academy’s flagship journals, Journal of the Academy of Marketing Science (JAMS) and AMS Review. Volumes are edited by leading scholars and practitioners across a wide range of subject areas in marketing science.