| 书目名称 | The Normal Distribution | | 副标题 | Characterizations wi | | 编辑 | Wlodzimierz Bryc | | 视频video | | | 丛书名称 | Lecture Notes in Statistics | | 图书封面 |  | | 描述 | This book is a concise presentation of the normal distribution on the real line and its counterparts on more abstract spaces, which we shall call the Gaussian distributions. The material is selected towards presenting characteristic properties, or characterizations, of the normal distribution. There are many such properties and there are numerous rel evant works in the literature. In this book special attention is given to characterizations generated by the so called Maxwell‘s Theorem of statistical mechanics, which is stated in the introduction as Theorem 0.0.1. These characterizations are of interest both intrin sically, and as techniques that are worth being aware of. The book may also serve as a good introduction to diverse analytic methods of probability theory. We use characteristic functions, tail estimates, and occasionally dive into complex analysis. In the book we also show how the characteristic properties can be used to prove important results about the Gaussian processes and the abstract Gaussian vectors. For instance, in Section 5.4 we present Fernique‘s beautiful proofs of the zero-one law and of the integrability of abstract Gaussian vectors. The central limit the | | 出版日期 | Book 1995 | | 关键词 | Gaussian distribution; Gaussian process; Moment; Random variable; Rang; Variance; mixing; normal distributi | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4612-2560-7 | | isbn_softcover | 978-0-387-97990-8 | | isbn_ebook | 978-1-4612-2560-7Series ISSN 0930-0325 Series E-ISSN 2197-7186 | | issn_series | 0930-0325 | | copyright | Springer-Verlag New York, Inc. 1995 |
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发表于 2025-3-21 18:03:29
