……并不是想自己写一本或者等别人来写。你可以从这些高质量的数学角度感受一下数理统计的精髓，比如（带 TeX 标记）：Jean-René Barra 的《数理统计基础》（Mathematical Basis of Statistics），ISBN 0-12-079240-0，Academic Press 出版，纽约。Robert J. Serfling 的《数理统计近似定理》（Approximation Theorems of Mathematical Statistics），ISBN 0-471-02403-1，John Wiley and Sons 出版，纽约。P. Billingsley 的《……
…not trying to write one or waiting for someone else to. Can get some of the flavor of mathematical statistics done with high quality, as mathematics, in, say (with TeX markup): Jean-Ren\'e Barra, {\it Mathematical Basis of Statistics,\/} ISBN 0-12-079240-0, Academic Press, New York.\ \ Robert J.\ Serfling, {\it Approximation Theorems of Mathematical Statistics,\/} ISBN 0-471-02403-1, John Wiley and Sons, New York.\ \ P.\ Billingsley, {\it…
……George E. P. Box 和 Gwilym M. Jenkins，《时间序列分析：预测与控制（修订版）》（Time Series Analysis --- Forecasting and Control: Revised Edition），ISBN 0-8162-1104-3，Holden-Day 出版，旧金山，1976 年。Jean-René Barra，《数理统计基础》（Mathematical Basis of Statistics），ISBN 0-12-079240-0，Academic Press 出版，纽约，1981 年。那么，最近的 ML 到底在这些颇具年代感的资料之上真正增加了什么重要内容？这些经典资料里的好东西，计算机科学的 AI/ML 又吸收了多少……
…George E.\ P.\ Box and Gwilym M.\ Jenkins, {\it Time Series Analysis --- Forecasting and Control: Revised Edition,\/} ISBN 0-8162-1104-3, Holden-Day, San Francisco, 1976.\ \ Jean-Ren\'e Barra, {\it Mathematical Basis of Statistics}, ISBN 0-12-079240-0, Academic Press, New York, 1981.\ \ So, what is really significant recent ML is adding to this quite old material? How much of the good stuff in that material has CS AI/ML even…
……概率论基本上是所有前沿研究都会用到的那一套，例如：Ioannis Karatzas 和 Steven E. Shreve 的《布朗运动与随机微积分，第二版》（Brownian Motion and Stochastic Calculus, Second Edition），ISBN 0-387-97655-8；Jean-Rene Barra 的《数理统计基础》（Mathematical Basis of Statistics），ISBN 0-12-079240-0，Academic Press 出版。在 Neveu 的早期著作中，你可以看到我们基本上是如何一步步被推向这种概率论基础的。用这种方法，对于随机变量 X，我们将其期望定义为……
…probability is the one used in essentially all advanced work, e.g., Ioannis Karatzas and Steven E. Shreve, 'Brownian Motion and Stochastic Calculus, Second Edition', ISBN 0-387-97655-8. Jean-Rene Barra, 'Mathematical Basis of Statistics', ISBN 0-12-079240-0, Academic Press. Early in Neveu can see some ways we get essentially pushed into this foundation for probability. With this approach, for a random variable X, we define its expectation…
……并不是想自己写一本或者等别人来写。你可以从这些高质量的数学角度感受一下数理统计的精髓，比如（带 TeX 标记）：Jean-René Barra 的《数理统计基础》（Mathematical Basis of Statistics），ISBN 0-12-079240-0，Academic Press 出版，纽约。Robert J. Serfling 的《数理统计近似定理》（Approximation Theorems of Mathematical Statistics），ISBN 0-471-02403-1，John Wiley and Sons 出版，纽约。P. Billingsley 的《……
…not trying to write one or waiting for someone else to. Can get some of the flavor of mathematical statistics done with high quality, as mathematics, in, say (with TeX markup): Jean-Ren\'e Barra, {\it Mathematical Basis of Statistics,\/} ISBN 0-12-079240-0, Academic Press, New York.\ \ Robert J.\ Serfling, {\it Approximation Theorems of Mathematical Statistics,\/} ISBN 0-471-02403-1, John Wiley and Sons, New York.\ \ P.\ Billingsley, {\it…
……George E. P. Box 和 Gwilym M. Jenkins，《时间序列分析：预测与控制（修订版）》（Time Series Analysis --- Forecasting and Control: Revised Edition），ISBN 0-8162-1104-3，Holden-Day 出版，旧金山，1976 年。Jean-René Barra，《数理统计基础》（Mathematical Basis of Statistics），ISBN 0-12-079240-0，Academic Press 出版，纽约，1981 年。那么，最近的 ML 到底在这些颇具年代感的资料之上真正增加了什么重要内容？这些经典资料里的好东西，计算机科学的 AI/ML 又吸收了多少……
…George E.\ P.\ Box and Gwilym M.\ Jenkins, {\it Time Series Analysis --- Forecasting and Control: Revised Edition,\/} ISBN 0-8162-1104-3, Holden-Day, San Francisco, 1976.\ \ Jean-Ren\'e Barra, {\it Mathematical Basis of Statistics}, ISBN 0-12-079240-0, Academic Press, New York, 1981.\ \ So, what is really significant recent ML is adding to this quite old material? How much of the good stuff in that material has CS AI/ML even…
……概率论基本上是所有前沿研究都会用到的那一套，例如：Ioannis Karatzas 和 Steven E. Shreve 的《布朗运动与随机微积分，第二版》（Brownian Motion and Stochastic Calculus, Second Edition），ISBN 0-387-97655-8；Jean-Rene Barra 的《数理统计基础》（Mathematical Basis of Statistics），ISBN 0-12-079240-0，Academic Press 出版。在 Neveu 的早期著作中，你可以看到我们基本上是如何一步步被推向这种概率论基础的。用这种方法，对于随机变量 X，我们将其期望定义为……
…probability is the one used in essentially all advanced work, e.g., Ioannis Karatzas and Steven E. Shreve, 'Brownian Motion and Stochastic Calculus, Second Edition', ISBN 0-387-97655-8. Jean-Rene Barra, 'Mathematical Basis of Statistics', ISBN 0-12-079240-0, Academic Press. Early in Neveu can see some ways we get essentially pushed into this foundation for probability. With this approach, for a random variable X, we define its expectation…