Probability and Mathematical Statistics: Theory, Applications, and Practice in R
This book develops the theory of probability and mathematical statistics with the goal of analyzing real-world data.
Probability and Mathematical Statistics: Theory, Applications, and Practice in R
товар №: 43464224

Probability and Mathematical Statistics: Theory, Applications, and Practice in R

товар №: 43464224

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TJS 1707

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This book develops the theory of probability and mathematical statistics with the goal of analyzing real-world data.
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What Stands Out

Comprehensive Coverage
Offers in-depth exploration of probability and statistical theory, alongside practical applications, making complex concepts accessible to students and professionals alike.
R Integration
Utilizes R for hands-on experience, allowing users to apply theoretical knowledge directly in a programming environment, enhancing learning and retention.
Problem Solving Focus
Emphasizes real-world problem-solving techniques, equipping readers with the skills to tackle statistical challenges in various fields, from academia to industry.

Информация о продукте

Explore a wide range of Probability & Mathematical Statistics books with theory, applications, and practical examples in R at Ubuy Tajikistan. Shop now for global delivery.
  • This book develops the theory of probability and mathematical statistics with the goal of analyzing real-world data. Throughout the text, the R package is used to compute probabilities, check analytically computed answers, simulate probability distributions, illustrate answers with appropriate graphics, and help students develop intuition surrounding probability and statistics. Examples, demonstrations, and exercises in the R programming language serve to reinforce ideas and facilitate understanding and confidence. The book’s Chapter Highlights provide a summary of key concepts, while the examples utilizing R within the chapters are instructive and practical. Exercises that focus on real-world applications without sacrificing mathematical rigor are included, along with more than 200 figures that help clarify both concepts and applications. In addition, the book features two helpful appendices: annotated solutions to 700 exercises and a Review of Useful Math. Written for use in applied masters classes, Probability and Mathematical Statistics: Theory, Applications, and Practice in R is also suitable for advanced undergraduates and for self-study by applied mathematicians and statisticians and qualitatively inclined engineers and scientists.
Publisher SIAM - Society for Industrial and Applied Mathematics
Publication date June 24, 2019
Language English
Print length 707 pages
ISBN-10 1611975778
ISBN-13 978-1611975772
Item Weight 3.6 pounds (1.63 kg)
Dimensions 1.89 x 7.28 x 10.35 inches (4.8 x 18.5 x 26.3 cm)

Who Should Buy?

Suitable For
  • Students of Statistics

    Ideal for undergraduate and graduate students seeking to understand probability and statistics with practical applications in R.

  • Data Scientists

    Useful for data scientists needing a solid foundation in statistical theory combined with practical tools for R programming.

  • Researchers

    Beneficial for researchers looking to apply statistical methods and analyses in their work using R software effectively.

Not Suitable For
  • Casual Learners

    Not suitable for casual learners seeking quick and simple introductions to probability or statistics without depth.

  • Non-Technical Users

    May be too complex for users without a strong background in mathematics or programming, limiting accessibility.

  • Very Advanced Statisticians

    Experienced statisticians may find the content foundational and lacking advanced topics or cutting-edge methods.

ОПИСАНИЕ ТОВАРА

Вопросы и ответы клиентов

  • вопрос: What programming language is used in the book?

    отвечать: The book utilizes R programming language.
  • вопрос: Who is the target audience?

    отвечать: The book is written for use in applied masters classes, and is also suitable for advanced undergraduates and self-study by applied mathematicians, statisticians, and qualitatively inclined engineers and scientists.
  • вопрос: What are the appendices about?

    отвечать: The appendices include annotated solutions to 700 exercises and a Review of Useful Math.

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