The standard rules of probability can be interpreted as uniquely valid principles in logic. In this book, E. T. Jaynes dispels the imaginary distinction between 'probability theory' and 'statistical inference', leaving a logical unity and simplicity, which provides greater technical power and flexibility in applications. This book goes beyond the conventional mathematics of probability theory, viewing the subject in a wider context. New results are discussed, along with applications of probability theory to a wide variety of problems in physics, mathematics, economics, chemistry and biology. It contains many exercises and problems, and is suitable for use as a textbook on graduate level courses involving data analysis. The material is aimed at readers who are already familiar with applied mathematics at an advanced undergraduate level or higher. The book will be of interest to scientists working in any area where inference from incomplete information is necessary.
發表於2024-12-22
Probability Theory 2024 pdf epub mobi 電子書 下載
現在迴過頭來再看看這本書的前言,隻能說,慶幸自己能看到 E. T. Jaynes 的這本瞭用半個世紀完成的著作。因為就在幾年前的概率論課上我學的還是那種由一些基本的奇怪的論述構建起的令人十分不安的理論,比如說扔一個均勻硬幣頭朝上的概率是二分之一(你要證實這一點隻要扔無數...
評分現在迴過頭來再看看這本書的前言,隻能說,慶幸自己能看到 E. T. Jaynes 的這本瞭用半個世紀完成的著作。因為就在幾年前的概率論課上我學的還是那種由一些基本的奇怪的論述構建起的令人十分不安的理論,比如說扔一個均勻硬幣頭朝上的概率是二分之一(你要證實這一點隻要扔無數...
評分Probability theory as extended logic. ##preface ### comparisons The author violently slashes frequentist statistics. Bayesian analysis is kinda speculative, amouting to expressing some prior knowledge or working hypothesis, while Maximum Entropy method is n...
評分Probability theory as extended logic. ##preface ### comparisons The author violently slashes frequentist statistics. Bayesian analysis is kinda speculative, amouting to expressing some prior knowledge or working hypothesis, while Maximum Entropy method is n...
評分現在迴過頭來再看看這本書的前言,隻能說,慶幸自己能看到 E. T. Jaynes 的這本瞭用半個世紀完成的著作。因為就在幾年前的概率論課上我學的還是那種由一些基本的奇怪的論述構建起的令人十分不安的理論,比如說扔一個均勻硬幣頭朝上的概率是二分之一(你要證實這一點隻要扔無數...
圖書標籤: 概率論 數學 Probability Mathematics 概率統計 貝葉斯 概率 思維
概率論的哲學視角,深邃,富有洞見且美麗
評分好書
評分聊備一說
評分很有G.Polya的風範,序言裏提到,這是一本沒有完成作者就已經去世的書,去世前作者拜托編輯幫他齣版,盡管如此,這依然是我今年讀到的書裏分量最重也是讀得最細的一本,讀完仍然覺得值得一讀再讀。雖然總體是關於Bayesian統計的,裏麵可以讀到的東西卻很多,關於數學,量子物理都有涉及,講得也比較本源。感覺對於頻率學派的批判這本書裏見到的是最多的,也是最詳細最係統的,比如關於p值完全不靠譜的論述和各種悖論讀起來都讓人興奮,即使忽略裏麵的公式,讀起來也依然十分精彩!
評分把艱深難懂的理論說的娓娓道來,非常推薦。
Probability Theory 2024 pdf epub mobi 電子書 下載