很棒的书单,对那些想入坑这个领域的人,我经常推荐这几本:John A. Rice 的《数理统计与数据分析》(Mathematical Statistics and Data Analysis)、Larry Wasserman 的《统计学完全教程》(All of Statistics: A Concise Course in Statistics)、Christopher M. Bishop 的《模式识别与机器学习》(Pattern Recognition and Machine Learning)、还有……写的《统计学习基础》(The Elements of Statistical Learning)
Nice lists, I often recommend these for people who want an introduction to the field: "Mathematical Statistics and Data Analysis" by John A. Rice "All of Statistics: A Concise Course in Statistics" by Larry Wasserman "Pattern Recognition and Machine Learning" by Christopher M. Bishop "The Elements of Statistical Learning" by…
对,就是我上学时用的那些书:Ross 的《概率论第一课》(A First Course in Probability)、Rice 的《数理统计与数据分析》(Mathematical Statistics and Data Analysis)、Casella 的《统计推断》(Statistical Inference)
Yeah just the books I used in school: Ross - A First Course in Probability Rice - Mathematical Statistics and Data Analysis Casella - Statistical Inference
初级:Freedman、Pisani、Purves 写的《统计学》(用了一些不太传统的术语)中级:Rice 写的《数理统计与数据分析》。Wasserman 的《统计学完全教程》(All of Statistics)也是一本极好的书,唯一的缺点就是太简练了,不适合当作入门教材。
Elementary: Freedman, Pisani, Purves, "Statistics" (uses some unconventional terminology) Intermediate: Rice, "Mathematical Statistics and Data Analysis" Wasserman's "All of Statistics" is also a very good book except that it is too terse to be a primary text.
something called mathematical statistics and data analysis was my college textbook. it covers those things but it's a tough read and i did not like it. now actually, statistics is already quite advanced math. you might want to try learning probability theory…
很棒的书单,对那些想入坑这个领域的人,我经常推荐这几本:John A. Rice 的《数理统计与数据分析》(Mathematical Statistics and Data Analysis)、Larry Wasserman 的《统计学完全教程》(All of Statistics: A Concise Course in Statistics)、Christopher M. Bishop 的《模式识别与机器学习》(Pattern Recognition and Machine Learning)、还有……写的《统计学习基础》(The Elements of Statistical Learning)
Nice lists, I often recommend these for people who want an introduction to the field: "Mathematical Statistics and Data Analysis" by John A. Rice "All of Statistics: A Concise Course in Statistics" by Larry Wasserman "Pattern Recognition and Machine Learning" by Christopher M. Bishop "The Elements of Statistical Learning" by…
对,就是我上学时用的那些书:Ross 的《概率论第一课》(A First Course in Probability)、Rice 的《数理统计与数据分析》(Mathematical Statistics and Data Analysis)、Casella 的《统计推断》(Statistical Inference)
Yeah just the books I used in school: Ross - A First Course in Probability Rice - Mathematical Statistics and Data Analysis Casella - Statistical Inference
初级:Freedman、Pisani、Purves 写的《统计学》(用了一些不太传统的术语)中级:Rice 写的《数理统计与数据分析》。Wasserman 的《统计学完全教程》(All of Statistics)也是一本极好的书,唯一的缺点就是太简练了,不适合当作入门教材。
Elementary: Freedman, Pisani, Purves, "Statistics" (uses some unconventional terminology) Intermediate: Rice, "Mathematical Statistics and Data Analysis" Wasserman's "All of Statistics" is also a very good book except that it is too terse to be a primary text.
我大学的教材就是一本叫《数理统计与数据分析》的书。它涵盖了那些内容,但读起来晦涩难懂,我一点都不喜欢。话说回来,统计学本来就已经属于相当高深的数学了。你可能先尝试学学概率论……
something called mathematical statistics and data analysis was my college textbook. it covers those things but it's a tough read and i did not like it. now actually, statistics is already quite advanced math. you might want to try learning probability theory…