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Limit Theorems of Probability Theory (Encyclopaedia of Mathematical Sciences, 6)
IDR 3728081
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This comprehensive volume explores classical limit theorems and their implications in complex structures, perfect for those looking to deepen their understanding of probability theory.
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- This book consists of five parts written by different authors devoted to various problems dealing with probability limit theorems. The first part, Classical-Type Limit Theorems for Sums ofIndependent Random Variables (V.v. Petrov), presents a number of classical limit theorems for sums of independent random variables as well as newer related results. The presentation dwells on three basic topics: the central limit theorem, laws of large numbers and the law of the iterated logarithm for sequences of real-valued random variables. The second part, The Accuracy of Gaussian Approximation in Banach Spaces (V. Bentkus, F. G6tze, V. Paulauskas and A. Rackauskas), reviews various results and methods used to estimate the convergence rate in the central limit theorem and to construct asymptotic expansions in infinite-dimensional spaces. The authors con fine themselves to independent and identically distributed random variables. They do not strive to be exhaustive or to obtain the most general results; their aim is merely to point out the differences from the finite-dimensional case and to explain certain new phenomena related to the more complex structure of Banach spaces. Also reflected here is the growing tendency in recent years to apply results obtained for Banach spaces to asymptotic problems of statistics.
| Publisher | Springer |
| Publication date | 28 Aug. 2000 |
| Edition | New |
| Language | English |
| Print length | 283 pages |
| ISBN-10 | 3540570454 |
| ISBN-13 | 978-3540570455 |
| Item weight | 522 g |
| Dimensions | 15.88 x 1.27 x 22.86 cm |
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Statistics & Probability Editorial Review
Limit Theorems Of Probability Theory (Encyclopaedia Of Mathematical Sciences, 6) is a comprehensive resource published by Springer on August 28, 2000. This new edition encompasses 283 pages, providing an in-depth exploration of pivotal concepts in probability theory. The book is written in English and is accompanied by an ISBN-10 of 3540570454 and ISBN-13 of 978-3540570455, making it easily identifiable for readers and researchers. It has dimensions of 15.88 x 1.27 x 22.86 cm and weighs 522 g, ensuring it is a practical addition to any academic library or personal collection.
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- In-depth exploration of probability theory concepts
- Comprehensive resource for mathematical sciences
- Published by a reputable academic publisher
- Suitable for both students and researchers
- Well-structured and easy to understand
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- Some readers may find the content complex
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IDR 3728081
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Fitur & Manfaat
- Comprehensive exploration of classical limit theorems in probability theory.
- Focus on sums of independent random variables and key results.
- Key topics include central limit theorem and laws of large numbers.
- Discusses the accuracy of Gaussian approximation in infinite-dimensional spaces.
- Addresses asymptotic problems in statistics related to Banach spaces.
- Written by various authors, ensuring diverse insights and depth.
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