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.
具體描述
讀後感
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).
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).
用戶評價
Jaynes想寫得太多，又想寫得太全，於是書很厚，寫得略苦，讀得略晦澀，但仍是一本好書，因為閱讀它能感受到一個物理學傢一生追求的厚重
评分把艱深難懂的理論說的娓娓道來，非常推薦。
评分經典
评分經典
评分Jaynes想寫得太多，又想寫得太全，於是書很厚，寫得略苦，讀得略晦澀，但仍是一本好書，因為閱讀它能感受到一個物理學傢一生追求的厚重
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