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.
具体描述
读后感
现在回过头来再看看这本书的前言，只能说，庆幸自己能看到 E. T. Jaynes 的这本了用半个世纪完成的著作。因为就在几年前的概率论课上我学的还是那种由一些基本的奇怪的论述构建起的令人十分不安的理论，比如说扔一个均匀硬币头朝上的概率是二分之一（你要证实这一点只要扔无数...
评分现在回过头来再看看这本书的前言，只能说，庆幸自己能看到 E. T. Jaynes 的这本了用半个世纪完成的著作。因为就在几年前的概率论课上我学的还是那种由一些基本的奇怪的论述构建起的令人十分不安的理论，比如说扔一个均匀硬币头朝上的概率是二分之一（你要证实这一点只要扔无数...
评分Absolutely stunning work with fantastic ideas presented, even though I couldn’t understand most of them. I got a very weird feeling when reading the book: intellectually challenged (even humiliated) while mentally satisfying ( even breathtaking).
评分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...
评分现在回过头来再看看这本书的前言，只能说，庆幸自己能看到 E. T. Jaynes 的这本了用半个世纪完成的著作。因为就在几年前的概率论课上我学的还是那种由一些基本的奇怪的论述构建起的令人十分不安的理论，比如说扔一个均匀硬币头朝上的概率是二分之一（你要证实这一点只要扔无数...
用户评价
顶着被拍的风险评论。。。我觉得这本书被神化了。从一本概率教材的角度，这本书叙述太多，很多次拿起来都不能长久地读进去。如果是从哲学的角度去读，这本书又有很多数学。总之一直在逻辑思辨和数学推导之间来回切换，或者说拉扯，很痛苦。另外这本书是在Jaynes去世后出版，隔几页就有断篇的排版也让人担心自己是不是真的跟上了他的思路。总之，应该是我水平太低，还无法领会到这本书的精妙。轻拍轻拍。。。
评分贝叶斯派的书都会提到的这一本。获益匪浅
评分想读，可是里面都是英文，呵呵呵，莫名打个5分，呵呵呵
评分聊备一说
评分概率论的哲学视角，深邃，富有洞见且美丽
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