Forecasting: Principles and Practice
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Forecasting: Principles and Practice
This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Forecasting: Principles and Practice
Numéro d'article: 38352888

Forecasting: Principles and Practice

89% des répondants recommanderaient ceci à un ami

Numéro d'article: 38352888

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This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
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Ce qui se démarque

Comprehensive Coverage
Offers an extensive overview of forecasting techniques, ensuring readers grasp fundamental principles and advanced methodologies, making it suitable for both beginners and seasoned practitioners.
Practical Application
Includes real-world examples and case studies that facilitate the application of theories, allowing users to effectively apply forecasting methods in various business scenarios.
Accessible Format
Designed in a clear and engaging style with practical exercises, ensuring a user-friendly experience that promotes understanding and retention of complex forecasting concepts.

Détails du produit

Shop Forecasting: Principles and Practice online at a best price in Mauritius. 0987507133
  • Comprehensive introduction to forecasting methods
  • Provides enough information to use forecasting methods effectively
  • Examples and data sets use R programming language
  • All chapters updated to cover latest research and methods
  • Includes new chapter on time series features
  • Latest version of the book available for free online
Publisher Otexts
Publication date May 31, 2021
Edition 3rd ed.
Language English
Print length 442 pages
ISBN-10 0987507133
ISBN-13 978-0987507136
Item Weight 2.31 pounds (1.05 kg)
Dimensions 6.69 x 0.9 x 9.61 inches (17 x 2.3 x 24.4 cm)

À qui est-ce destiné ?

Suitable For
  • Students of Statistics

    Ideal for university students learning statistical forecasting methods; provides clear explanations and practical examples.

  • Data Analysts

    Data professionals seeking to enhance their forecasting skills will benefit from its comprehensive coverage of techniques.

  • Business Professionals

    Executives and managers looking to improve decision-making through accurate forecasting will find valuable insights and methodologies.

Not Suitable For
  • Casual Readers

    Individuals not deeply interested in forecasting or statistical analysis may find the content too technical and dense.

DESCRIPTION DU PRODUIT

Forecasting: Principles and Practice

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Questions et réponses des clients

  • question: What is the main focus of Forecasting: Principles and Practice 3rd ed.?

    répondre: The main focus of 'Forecasting: Principles and Practice 3rd ed.' is to provide a comprehensive overview of quantitative forecasting methods. It covers essential techniques used in various fields, enabling practitioners to make informed predictions. The book emphasizes practical applications, enriched with real-world examples and datasets, making it valuable for students, academics, and industry professionals alike. Readers will benefit from detailed case studies that illustrate the effectiveness of different forecasting practices.
  • question: Who are the authors of this edition?

    répondre: The authors of 'Forecasting: Principles and Practice 3rd ed.' are Rob J Hyndman and George Athanasopoulos, two renowned experts in the field of statistics and forecasting. Their extensive research and experience in the discipline lend credibility to the book, making it a trusted resource. Their collaborative approach combines theoretical insights with hands-on application, ensuring readers gain a thorough understanding of forecasting principles and how they can be implemented effectively.
  • question: What topics are covered in this forecasting textbook?

    répondre: This textbook covers a wide array of topics, including time series forecasting methods, accuracy measures, and model selection. It dives into classical techniques as well as modern approaches like machine learning and ARIMA models. Each chapter is structured to build on the previous material, leading readers from foundational concepts to advanced methodologies. By exploring various scenarios, the book impart practical skills that can be applied in finance, supply chain, and market research.
  • question: Is this book suitable for beginners in forecasting?

    répondre: Yes, 'Forecasting: Principles and Practice 3rd ed.' is well-suited for beginners. It introduces core concepts in a clear and approachable manner, making it accessible for readers without a deep statistical background. The authors use straightforward language and provide examples that illustrate complex ideas, ensuring that novices can follow along. For those just starting in this field, it serves as a solid foundation from which to build further knowledge and skills.
  • question: Can this book be used for self-study?

    répondre: Absolutely! 'Forecasting: Principles and Practice 3rd ed.' is an excellent resource for self-study. Its clear structure allows learners to progress at their own pace, addressing topics in an organized fashion. The inclusion of practical exercises and case studies reinforces concepts, making it easier for readers to apply what they've learned. For independent learners, it offers the ideal blend of theory and practice, facilitating a comprehensive understanding of forecasting.
  • question: Which industries can benefit from the forecasting techniques discussed?

    répondre: Forecasting techniques outlined in this book can benefit a multitude of industries, including retail, finance, healthcare, and manufacturing. For example, retailers can leverage demand forecasting to optimize inventory levels, while financial analysts can use these techniques for market prediction and investment strategy formulation. By tailoring the methods to specific industry contexts, professionals can enhance decision-making and strategic planning, leading to improved operational efficiency.
  • question: Does this book include practical examples?

    répondre: Yes, 'Forecasting: Principles and Practice 3rd ed.' is rich with practical examples that illustrate the application of various forecasting methods. These examples are drawn from real-world scenarios, providing readers with context on how to apply theoretical concepts in practical situations. Whether you are looking to forecast economic indicators or inventory levels, the examples serve as a guide, making the techniques more relatable and actionable.
  • question: Are there any supplementary resources available with this edition?

    répondre: Yes, this edition typically comes with supplementary resources such as access to online materials and additional datasets for practice. These resources enhance the learning experience, allowing readers to experiment with the techniques discussed in the book. Access to these tools is valuable for both academic use and practical application, enabling readers to gain hands-on experience with real datasets which will be beneficial in various forecasting scenarios.
  • question: What is the recommended reading approach for this book?

    répondre: The recommended reading approach for 'Forecasting: Principles and Practice 3rd ed.' is to start from the beginning and progress sequentially through the chapters. Each chapter builds on the previous one, introducing new concepts while reinforcing earlier material. Readers are encouraged to engage with the examples and exercises, as this will deepen their understanding. Supplementing reading with practical forecasting exercises will solidify knowledge and skills, preparing them for real-world applications.
  • question: Where can I buy Forecasting: Principles and Practice 3rd ed. in Mauritius?

    répondre: You can buy 'Forecasting: Principles and Practice 3rd ed.' from Ubuy in Mauritius. Ubuy offers a user-friendly online shopping experience and a range of options, ensuring that you can easily acquire the textbook. Their platform provides access to various editions and formats, making it convenient to find the specific resource you need for your studies or professional development.

Planning & Forecasting Editorial Review

"Forecasting: Principles and Practice 3rd ed. Edition" is a comprehensive guide for understanding time series forecasting. The authors have done an excellent job of simplifying and explaining complicated concepts, making it an easy read even for those new to the topic. The book includes frequent examples and practical code, guiding readers through the forecasting process. One minor drawback is the lack of an answer key to the end-of-chapter exercises. Overall, it's a great reference for self-learning and a helpful volume for teachers.

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Avantages

  • Simplifies complicated concepts
  • Practical examples and code for easy understanding
  • Coherent and sensible tone
  • Great reference for self-learning
  • Helpful volume for teachers

Les inconvénients

  • Lack of an answer key to end-of-chapter exercises

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Caractéristiques et avantages

  • Forecasting is necessary in various situations for effective planning
  • Introduction to forecasting methods with adequate information
  • Examples use R with data sets from the author's consulting experience
  • All chapters updated in 3rd edition covering latest research and methods
  • New chapter added on time series features
  • Latest version of the book is freely available online at http: //OTexts.com/fpp3

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