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Probability and Mathematical Statistics: Theory, Applications, and Practice in R
ILS 417
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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
Product Details
| 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?
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Students of Statistics
Ideal for undergraduate and graduate students seeking to understand probability and statistics with practical applications in R.
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Data Scientists
Useful for data scientists needing a solid foundation in statistical theory combined with practical tools for R programming.
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Researchers
Beneficial for researchers looking to apply statistical methods and analyses in their work using R software effectively.
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Casual Learners
Not suitable for casual learners seeking quick and simple introductions to probability or statistics without depth.
Product Description
Probability and Mathematical Statistics: Theory, Applications, and Practice in R
Customer Questions & Answers
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Question:
What programming language is used in the book?
Answer: The book utilizes R programming language. -
Question:
Who is the target audience?
Answer: 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. -
Question:
What are the appendices about?
Answer: The appendices include annotated solutions to 700 exercises and a Review of Useful Math.
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ILS 417
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Features & Benefits
- R package is used to compute probabilities.
- Exercises focus on real-world applications.
- Over 200 figures clarify concepts and applications.
- Annotated solutions to 700 exercises.
- Suitable for advanced undergraduates and self-study.
- Written for use in applied masters classes.
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