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Essentials of Mathematical Statistics (International Series in Mathematics),Used
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Part of the Jones and Bartlett Learning International Series in Mathematics Written for the oneterm introductory probability and statistics course for mid to upperlevel math and science majors, Essentials of Mathematical Statistics combines the topics generally found in mainstream elementary statistics books with the essentials of the underlying theory. The book begins with an axiomatic treatment of probability followed by chapters on discrete and continuous random variables and their associated distributions. It then introduces basic statistical concepts including summarizing data and interval parameter estimation, stressing the connection between probability and statistics. Final chapters introduce hypothesis testing, regression, and nonparametric techniques. All chapters provide a balance between conceptual understanding and theoretical understanding of the topics at hand. Key Features of Essentials of Mathematical Statistics: Endofsection exercises range from computational to conceptual to theoretical. Many sections include a subsection titled Software Calculations which gives detailed descriptions of how to perform the calculations discussed in the section using the software Minitab, R, Excel, and the TI83/84 calculators. Provides a clear balance between conceptual understanding and theoretical understanding Exercises throughout vary in level of difficulty and scope.
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- Q: What topics are covered in 'Essentials of Mathematical Statistics'? A: 'Essentials of Mathematical Statistics' covers foundational topics in probability and statistics, including axiomatic probability, discrete and continuous random variables, distributions, data summarization, interval parameter estimation, hypothesis testing, regression, and non-parametric techniques.
- Q: Who is the author of 'Essentials of Mathematical Statistics'? A: The book is authored by Brian Albright.
- Q: What is the publication date of this book? A: 'Essentials of Mathematical Statistics' was published on March 5, 2013.
- Q: What is the format and binding of the book? A: The book is available in a hardcover format.
- Q: How many pages does 'Essentials of Mathematical Statistics' have? A: This textbook contains a total of 598 pages.
- Q: Is 'Essentials of Mathematical Statistics' suitable for beginners? A: While it is designed for mid- to upper-level math and science majors, it provides a balance between conceptual understanding and theoretical insights, making it accessible for readers who are new to statistics.
- Q: Does the book include exercises for practice? A: Yes, the book features end-of-section exercises that range from computational to conceptual and theoretical, providing ample practice opportunities.
- Q: What software tools are discussed in the book? A: The book includes a sub-section titled 'Software Calculations' that describes how to perform statistical calculations using Minitab, R, Excel, and the TI-83/84 calculators.
- Q: What edition of 'Essentials of Mathematical Statistics' is available? A: The book is available in its first edition.
- Q: Can this book help with understanding statistical theory? A: Yes, 'Essentials of Mathematical Statistics' emphasizes both conceptual and theoretical understanding, making it a valuable resource for grasping statistical theory.