Principles Of Business Forecasting 2nd Ed

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Principles Of Business Forecasting 2nd Ed

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Author : Keith Ord
language : en
Publisher: Wessex, Incorporated
Release Date : 2017-08-15

Principles Of Business Forecasting 2nd Ed written by Keith Ord and has been published by Wessex, Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-15 with Business & Economics categories.

Business Forecasting

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Author : Michael Gilliland
language : en
Publisher: John Wiley & Sons
Release Date : 2021-04-28

Business Forecasting written by Michael Gilliland and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-28 with Business & Economics categories.

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

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Author : A. Reza Hoshmand
language : en
Publisher: Routledge
Release Date : 2009-12-04

Business Forecasting Second Edition written by A. Reza Hoshmand and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-12-04 with Business & Economics categories.

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

Forecasting Principles And Practice

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Author : Rob J Hyndman
language : en
Publisher: OTexts
Release Date : 2018-05-08

Forecasting Principles And Practice written by Rob J Hyndman and has been published by OTexts this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-08 with Business & Economics categories.

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.

Managing Agribusiness Effectively

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Author : Aayushman Dutta
language : en
Publisher: Educohack Press
Release Date : 2025-01-03

Managing Agribusiness Effectively written by Aayushman Dutta and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Science categories.

The illustrations in this book are created by “Team Educohack”. Managing Agribusiness Effectively equips managers with the essential knowledge for technological and economic management of agricultural activities. We start with an introduction to agribusiness, focusing on the global agri-food system and evolving agricultural practices. You'll learn management principles for planning, organizing, controlling, and directing functions across different stages of agriculture. This innovative book blends traditional and modern management approaches, aiming to develop the business aspect of agriculture. We provide step-by-step guidance for planning and managing activities strategically. By the end, you'll be able to apply management principles effectively. Our book also addresses marketing strategies for agri-products and staying competitive. We consider farmers' fundamental needs and higher-order operations, discussing management challenges and market demands. Based on extensive studies and research, this book is a reliable guide for daily management issues in agribusiness.

Innovation Based Development Of The Mineral Resources Sector Challenges And Prospects

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Author : Vladimir Litvinenko
language : en
Publisher: CRC Press
Release Date : 2018-10-11

Innovation Based Development Of The Mineral Resources Sector Challenges And Prospects written by Vladimir Litvinenko and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-11 with Technology & Engineering categories.

Innovation-Based Development of the Mineral Resources Sector: Challenges and Prospects contains the contributions presented at the XI Russian-German Raw Materials Conference (Potsdam, Germany, 7-8 November 2018). The Russian-German Raw Materials Conference is held within the framework of the “Permanent Russian-German Forum on the Issues of the Use of Raw Materials”, which has as goals to develop new approaches to effectively use energy, mineral and renewable natural resources and to initiate cooperation in the field of sustainability and environmental protection. The contributions cover current trends in the development of raw materials markets and the world economy, the state of the environment and new technologies applied in the sector, effectively responding to modern challenges. The 63 accepted papers are grouped into four main sections: • Mineral exploration and mining • Mining services • Processing of raw materials • Other Innovation-Based Development of the Mineral Resources Sector: Challenges and Prospects will be of interest to academics and researchers involved in the mineral resources sector, but also to professionals in the public, foreign trade and education fields, and representatives of major corporations and professional associations.

Forecasting And Analytics With The Augmented Dynamic Adaptive Model Adam

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Author : Ivan Svetunkov
language : en
Publisher: CRC Press
Release Date : 2023-11-17

Forecasting And Analytics With The Augmented Dynamic Adaptive Model Adam written by Ivan Svetunkov and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-17 with Mathematics categories.

Forecasting and Analytics with the Augmented Dynamic Adaptive Model (ADAM) focuses on a time series model in Single Source of Error state space form, called “ADAM” (Augmented Dynamic Adaptive Model). The book demonstrates a holistic view to forecasting and time series analysis using dynamic models, explaining how a variety of instruments can be used to solve real life problems. At the moment, there is no other tool in R or Python that would be able to model both intermittent and regular demand, would support both ETS and ARIMA, work with explanatory variables, be able to deal with multiple seasonalities (e.g. for hourly demand data) and have a support for automatic selection of orders, components and variables and provide tools for diagnostics and further improvement of the estimated model. ADAM can do all of that in one and the same framework. Given the rising interest in forecasting, ADAM, being able to do all those things, is a useful tool for data scientists, business analysts and machine learning experts who work with time series, as well as any researchers working in the area of dynamic models. Key Features: • It covers basics of forecasting, • It discusses ETS and ARIMA models, • It has chapters on extensions of ETS and ARIMA, including how to use explanatory variables and how to capture multiple frequencies, • It discusses intermittent demand and scale models for ETS, ARIMA and regression, • It covers diagnostics tools for ADAM and how to produce forecasts with it, • It does all of that with examples in R.

Principles Of Forecasting

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Author : J.S. Armstrong
language : en
Publisher: Springer Science & Business Media
Release Date : 2001-05-31

Principles Of Forecasting written by J.S. Armstrong and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-05-31 with Business & Economics categories.

Principles of Forecasting: A Handbook for Researchers and Practitioners summarizes knowledge from experts and from empirical studies. It provides guidelines that can be applied in fields such as economics, sociology, and psychology. It applies to problems such as those in finance (How much is this company worth?), marketing (Will a new product be successful?), personnel (How can we identify the best job candidates?), and production (What level of inventories should be kept?). The book is edited by Professor J. Scott Armstrong of the Wharton School, University of Pennsylvania. Contributions were written by 40 leading experts in forecasting, and the 30 chapters cover all types of forecasting methods. There are judgmental methods such as Delphi, role-playing, and intentions studies. Quantitative methods include econometric methods, expert systems, and extrapolation. Some methods, such as conjoint analysis, analogies, and rule-based forecasting, integrate quantitative and judgmental procedures. In each area, the authors identify what is known in the form of `if-then principles', and they summarize evidence on these principles. The project, developed over a four-year period, represents the first book to summarize all that is known about forecasting and to present it so that it can be used by researchers and practitioners. To ensure that the principles are correct, the authors reviewed one another's papers. In addition, external reviews were provided by more than 120 experts, some of whom reviewed many of the papers. The book includes the first comprehensive forecasting dictionary.

Forecasting With Artificial Intelligence

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Author : Mohsen Hamoudia
language : en
Publisher: Springer Nature
Release Date : 2023-09-20

Forecasting With Artificial Intelligence written by Mohsen Hamoudia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-20 with Business & Economics categories.

This book is a comprehensive guide that explores the intersection of artificial intelligence and forecasting, providing the latest insights and trends in this rapidly evolving field. The book contains fourteen chapters covering a wide range of topics, including the concept of AI, its impact on economic decision-making, traditional and machine learning-based forecasting methods, challenges in demand forecasting, global forecasting models, meta-learning and feature-based forecasting, ensembling, deep learning, scalability in industrial and optimization applications, and forecasting performance evaluation. With key illustrations, state-of-the-art implementations, best practices, and notable advances, this book offers practical insights into the theory and practice of AI-based forecasting. This book is a valuable resource for anyone involved in forecasting, including forecasters, statisticians, data scientists, business analysts, or decision-makers.

Jordan Technical Assistance Report Forecasting Framework For Currency In Circulation

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Author : International Monetary
language : en
Publisher: International Monetary Fund
Release Date : 2022-04-07

Jordan Technical Assistance Report Forecasting Framework For Currency In Circulation written by International Monetary and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-07 with Business & Economics categories.

The currency in circulation forecasting model presently used by the Central Bank of Jordan is aligned with international practices and provides a solid basis for liquidity management. The central bank uses an Auto Regressive Integrated Moving Average (ARIMA) model with many indicator variables to model binary seasonality and to capture special events. The ARIMA model is fitted on daily currency in circulation data using a standard maximum likelihood estimator. This ARIMA approach is aligned with the models traditionally used by central banks in emerging and middle-income countries.