Forecasting Principles And Practice

Author : Rob J Hyndman
Publisher : OTexts
ISBN 13 : 0987507117
Total Pages : 380 pages
Book Rating : 4.12/5 ( download)

DOWNLOAD NOW!

Download or read book Forecasting: principles and practice written by Rob J Hyndman and published by OTexts. This book was released on 2018-05-08 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Rob J Hyndman
Publisher : Otexts
ISBN 13 : 9780987507136
Total Pages : 442 pages
Book Rating : 4.33/5 ( download)

DOWNLOAD NOW!

Download or read book Forecasting written by Rob J Hyndman and published by Otexts. This book was released on 2021-05-31 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting is required in many situations. Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. 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. Examples use R with many data sets taken from the authors' own consulting experience. In this third edition, all chapters have been updated to cover the latest research and forecasting methods. One new chapter has been added on time series features. The latest version of the book is freely available online at http: //OTexts.com/fpp3.

Author : Rob J. Hyndman
Publisher : Otexts
ISBN 13 : 9780987507105
Total Pages : 292 pages
Book Rating : 4.09/5 ( download)

DOWNLOAD NOW!

Download or read book Forecasting written by Rob J. Hyndman and published by Otexts. This book was released on 2013-10 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: "A comprehensive introduction to the latest forecasting methods using R. Learn to improve your forecast accuracy using dozens of real data examples." --cover.

Author : Stephen A. DeLurgio
Publisher :
ISBN 13 : 9780071159982
Total Pages : 802 pages
Book Rating : 4.83/5 ( download)

DOWNLOAD NOW!

Download or read book Forecasting Principles and Applications written by Stephen A. DeLurgio and published by . This book was released on 1998 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Keith Ord
Publisher : Wessex, Incorporated
ISBN 13 : 9780999064917
Total Pages : 588 pages
Book Rating : 4.16/5 ( download)

DOWNLOAD NOW!

Download or read book Principles of Business Forecasting--2nd Ed written by Keith Ord and published by Wessex, Incorporated. This book was released on 2017-06 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Principles of Business Forecasting by Keith Ord, Robert Fildes, and newest author Nikolaos Kourentzes serves as both a textbook for students and as a reference book for experienced forecasters in a variety of fields. The authors' motivation for writing this book, is to give users the tools and insight to make the most effective forecasts drawing on the latest research ideas, without being overly technical. The book is unique in its design, providing an introduction to both standard and advanced forecasting methods, as well as a focus on general principles to guide and simplify forecasting practice for those with little or no professional experience. One of the book's key strengths is the emphasis on real data sets, which have been updated in this second edition. These data sets are taken from government and business sources and are used throughout in the chapter examples and exercises. Forecasting techniques are demonstrated using a variety of software platforms beyond just "R," and a companion website provides easy-to-use Excel(R) macros that users can access to conduct analyses. Another important innovation in the second edition is the tutorial support for using open-source R programs, making all the methods available for use both in courses and practice. After the introductory chapters, the focus shifts to using extrapolative methods (exponential smoothing and ARIMA), then to statistical model-building using multiple regression. The authors also cover more novel techniques including data mining and judgmental methods, which are gaining increasing attention in applications. The second edition also offers expanded material on data analytics, in particular neural nets together with software, and applications that include new research findings relevant and immediately applicable to operations, such as hierarchical modeling and temporal aggregation. Finally, the authors examine organizational issues of implementation and the development of a forecasting support system within an organization; relevant to every manager, or future manager, who must make plans or decisions based on forecasts. Please take a moment to review the companion website for additional content in the Appendices (Basic Statistical Concepts, overview of Forecasting Software, and Forecasting in R: Tutorial and Examples) the many data sets referenced in the chapters, macros such as the Exponential Smoothing and Trend Curve Marcos and Time Series Neural Network Analysis and student study materials.

Author : Aileen Nielsen
Publisher : O'Reilly Media
ISBN 13 : 1492041629
Total Pages : 500 pages
Book Rating : 4.27/5 ( download)

DOWNLOAD NOW!

Download or read book Practical Time Series Analysis written by Aileen Nielsen and published by O'Reilly Media. This book was released on 2019-09-20 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase. Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly. You’ll get the guidance you need to confidently: Find and wrangle time series data Undertake exploratory time series data analysis Store temporal data Simulate time series data Generate and select features for a time series Measure error Forecast and classify time series with machine or deep learning Evaluate accuracy and performance

Author : Jim Blythe
Publisher : SAGE
ISBN 13 : 1446297500
Total Pages : 800 pages
Book Rating : 4.06/5 ( download)

DOWNLOAD NOW!

Download or read book Principles and Practice of Marketing written by Jim Blythe and published by SAGE. This book was released on 2013-11-05 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: When you think of marketing you may think of the adverts that pop up at the side of your screen or the billboards you see when you're out - all those moments in the day when somebody is trying to grab your attention and sell you something! Marketing is about advertising and communications in part, but it's also about many other things which all aim to create value for customers, from product research and innovation to after-care service and maintaining relationships. It's a rich and fascinating area of management waiting to be explored - so welcome to Marketing! Jim Blythe's Principles and Practice of Marketing will ease you into the complexities of Marketing to help you achieve success in your studies and get the best grade. It provides plenty of engaging real-life examples, including brands you know such as Netflix and PayPal - marketing is not just about products, but services too. Marketing changes as the world changes, and this textbook is here to help, keeping you up to speed on key topics such as digital technologies, globalization and being green. The companion website offers a wealth of resources for both students and lecturers and is available at www.sagepub.co.uk/blythe3e. An electronic inspection copy is also available for instructors.

Author : Nada Sanders
Publisher : Business Expert Press
ISBN 13 : 1606498711
Total Pages : 122 pages
Book Rating : 4.12/5 ( download)

DOWNLOAD NOW!

Download or read book Forecasting Fundamentals written by Nada Sanders and published by Business Expert Press. This book was released on 2016-11-14 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is for everyone who wants to make better forecasts. It is not about mathematics and statistics. It is about following a well-established forecasting process to create and implement good forecasts. This is true whether you are forecasting global markets, sales of SKUs, competitive strategy, or market disruptions. Today, most forecasts are generated using software. However, no amount of technology and statistics can compensate for a poor forecasting process. Forecasting is not just about generating a number. Forecasters need to understand the problems they are trying to solve. They also need to follow a process that is justifiable to other parties and be implemented in practice. This is what the book is about. Accurate forecasts are essential for predicting demand, identifying new market opportunities, forecasting risks, disruptions, innovation, competition, market growth and trends. Companies can navigate this daunting landscape and improve their forecasts by following some well-established principles. This book is written to provide the fundamentals business leaders need in order to make good forecasts. These fundamentals hold true regardless of what is being forecast and what technology is being used. It provides the basic foundational principles all companies need to achieve competitive forecast accuracy.

Author : Rob J Hyndman
Publisher : Rob Hyndman
ISBN 13 : 1517363195
Total Pages : 157 pages
Book Rating : 4.92/5 ( download)

DOWNLOAD NOW!

Download or read book Unbelievable written by Rob J Hyndman and published by Rob Hyndman. This book was released on 2015-09-16 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: A journey from faith via evidence. Why a university professor gave up religion and became an unbeliever. Rob J Hyndman is Professor of Statistics at Monash University, Australia. He was a Christadelphian for nearly 30 years, and was well-known as a writer and Bible teacher within the Christadelphian community. He gave up Christianity when he no longer thought that there was sufficient evidence to support belief in the Bible. This is a personal memoir describing Rob's journey of deconversion. Until recently, he was regularly speaking at church conferences internationally, and his books are still used in Bible classes and Sunday Schools around the world. He even helped establish an innovative new church, which became a model for similar churches in other countries. Eventually he came to the view that he was mistaken, and that there was little or no evidence that the Bible was inspired or that God exists. In this book, he reflects on how he was fooled, and why he changed his mind. Whether you agree with his conclusions or not, you will be led to reflect on the nature of faith and evidence, and how they interact.

Author : J.S. Armstrong
Publisher : Springer Science & Business Media
ISBN 13 : 9780792374015
Total Pages : 880 pages
Book Rating : 4.10/5 ( download)

DOWNLOAD NOW!

Download or read book Principles of Forecasting written by J.S. Armstrong and published by Springer Science & Business Media. This book was released on 2001 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook summarises knowledge from experts and empirical studies. It provides guidelines that can be applied in fields such as economics, sociology, and psychology. Includes a comprehensive forecasting dictionary.