Business Forecasting

Business Forecasting
Author: Michael Gilliland
Publisher: John Wiley & Sons
Total Pages: 435
Release: 2021-05-11
Genre: Business & Economics
ISBN: 1119782473

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.

Business Forecasting, Second Edition

Business Forecasting, Second Edition
Author: A. Reza Hoshmand
Publisher: Routledge
Total Pages: 382
Release: 2009-12-04
Genre: Business & Economics
ISBN: 1135257132

This book emphasizes the rationale, application, and interpretation of the most commonly used forecasting techniques in business.

Forecasting for Economics and Business

Forecasting for Economics and Business
Author: Gloria González-Rivera
Publisher: Routledge
Total Pages: 511
Release: 2016-12-05
Genre: Business & Economics
ISBN: 1315510405

For junior/senior undergraduates in a variety of fields such as economics, business administration, applied mathematics and statistics, and for graduate students in quantitative masters programs such as MBA and MA/MS in economics. A student-friendly approach to understanding forecasting. Knowledge of forecasting methods is among the most demanded qualifications for professional economists, and business people working in either the private or public sectors of the economy. The general aim of this textbook is to carefully develop sophisticated professionals, who are able to critically analyze time series data and forecasting reports because they have experienced the merits and shortcomings of forecasting practice.

Forecasting in Business and Economics

Forecasting in Business and Economics
Author: C. W. J. Granger
Publisher: Academic Press Incorporated
Total Pages: 290
Release: 1989-04-28
Genre: Business & Economics
ISBN: 9780122951817

Describes the major techniques of forecasting used in economics and business. This book focuses on the forecasting of economic data and covers a range of topics, including the description of the Box-Jenkins single series modeling techniques; forecasts from purely statistical and econometric models; nonstationary and nonlinear models; and more.