…《多元统计方法：第二版》（Multivariate Statistical Methods: Second Edition）。William W. Cooley 与 Paul R. Lohnes 合著的《多元数据分析》（Multivariate Data Analysis）。一本在数学上相对严谨的回归专著：C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition）。针对离散数据的多元统计，可以参考 George W. Snedecor 和 William G. Cochran 的《统计方法第六版》（Statistical Methods, Sixth Edition）。Stephen E. Fienberg 的《…
…Multivariate Statistical Methods: Second Edition.\/} William W.\ Cooley and Paul R.\ Lohnes, {\it Multivariate Data Analysis.\/} A mathematically relatively serious text on regression: C.\ Radhakrishna Rao, {\it Linear Statistical Inference and Its Applications:\ \ Second Edition.\/} For multivariate statistics with discrete data, consider George W.\ Snedecor and William G.\ Cochran, {\it Statistical Methods, Sixth Edition.\/} Stephen E.\ Fienberg, {\it The…
…Sons，纽约，1968年。显然这本书后来的版本依然很有参考价值。---------------------------------------- 一本关于“回归分析”相对硬核严谨的书是 C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition），ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年。---------------------------------------- 三本著名且通用的多元统计书籍是 Maurice M. Tatsuoka 的《多元…
…Sons, New York, 1968. Apparently later editions of this book remain of interest. ---------------------------------------- A relatively serious book on 'regression analysis' is C. Radhakrishna Rao, 'Linear Statistical Inference and Its Applications: Second Edition', ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. ---------------------------------------- Three famous, general books on multivariate statistics are Maurice M. Tatsuoka, 'Multivariate…
…在 N. R. Draper 和 H. Smith 的《应用回归分析》（Applied Regression Analysis，John Wiley and Sons，纽约，1968年）里有更详细但依旧通俗的阐述；而在 C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition，ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年）里讲得详细得多且十分严谨。没错，这些东西根本不算什么新鲜玩意儿。所以只要满足某些假设，就能对拟合模型的准确性获得大量理论保证。…
…with more detail but still easy form in N. R. Draper and H. Smith, Applied Regression Analysis, John Wiley and Sons, New York, 1968. with much more detail and carefully done in C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. Right, this stuff is not nearly new. So, with some assumptions, get lots of guarantees on the accuracy of the fitted model.…
…用 IBM Scientific Subroutine Package、SPSS、SAS、R 等工具算出了几个回归系数，就宣称是他们的机器自己“学”到了这些系数。天呐，我在比如 C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition，ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年）或者 Breiman 的 CART 里可没见过这种说法。说白了，我看到的剩下那些东西怎么看都像在炒作。比如，这里头似乎有一种很基础、很聪明、专门用来宣传炒作的套路：…
…IBM Scientific Subroutine Package, SPSS, SAS, R, etc. to find some regression coefficients, they claim that their machine learned the coefficients. Gee, I didn't see that in, say, C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. or Breiman's CART. Again, the rest I see looks like hype. E.g., it appears that there is a basic, clever, publicity, hype idea:…
…Friedman、Richard A. Olshen、Charles J. Stone 合著的《分类与回归树》（Classification and Regression Trees），ISBN 0-534-98054-6，Wadsworth & Brooks/Cole，加州太平洋丛林，1984年。C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition），ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年。凸分析方面的入门好书是 Wendell H. Fleming 的《多元函数》（Functions of Several Variables），Addison-Wesley，雷丁，…
…Friedman, Richard A.\ Olshen, Charles J.\ Stone, {\it Classification and Regression Trees,\/} ISBN 0-534-98054-6, Wadsworth \& Brooks/Cole, Pacific Grove, California, 1984.\ \ C.\ Radhakrishna Rao, {\it Linear Statistical Inference and Its Applications:\ \ Second Edition,\/} ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967.\ \ A good start on convexity is Wendell H.\ Fleming, {\it Functions of Several Variables,\/} Addison-Wesley, Reading,…
…Haberman 的《定性数据分析第二卷：新进展》（Analysis of Qualitative Data, Volume 2, New Developments），ISBN 0-12-312502-2，Academic-Press，1979年。Henry Scheffe 的《方差分析》（Analysis of Variance），John Wiley and Sons，纽约，1967年。C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition），ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年。N. R. Draper 和 H. Smith 的《应用回归分析》（Applied Regression Analysis），John Wiley and Sons，纽约，1968年。Leo Breiman、Jerome H. Friedman、Richard…
…Haberman, Analysis of Qualitative Data, Volume 2, New Developments, ISBN 0-12-312502-2, Academic-Press, 1979. Henry Scheffe, Analysis of Variance, John Wiley and Sons, New York, 1967. C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. N. R. Draper and H. Smith, Applied Regression Analysis, John Wiley and Sons, New York, 1968. Leo Breiman, Jerome H. Friedman, Richard…
…《多元统计方法：第二版》（Multivariate Statistical Methods: Second Edition）。William W. Cooley 与 Paul R. Lohnes 合著的《多元数据分析》（Multivariate Data Analysis）。一本在数学上相对严谨的回归专著：C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition）。针对离散数据的多元统计，可以参考 George W. Snedecor 和 William G. Cochran 的《统计方法第六版》（Statistical Methods, Sixth Edition）。Stephen E. Fienberg 的《…
…Multivariate Statistical Methods: Second Edition.\/} William W.\ Cooley and Paul R.\ Lohnes, {\it Multivariate Data Analysis.\/} A mathematically relatively serious text on regression: C.\ Radhakrishna Rao, {\it Linear Statistical Inference and Its Applications:\ \ Second Edition.\/} For multivariate statistics with discrete data, consider George W.\ Snedecor and William G.\ Cochran, {\it Statistical Methods, Sixth Edition.\/} Stephen E.\ Fienberg, {\it The…
…Sons，纽约，1968年。显然这本书后来的版本依然很有参考价值。---------------------------------------- 一本关于“回归分析”相对硬核严谨的书是 C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition），ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年。---------------------------------------- 三本著名且通用的多元统计书籍是 Maurice M. Tatsuoka 的《多元…
…Sons, New York, 1968. Apparently later editions of this book remain of interest. ---------------------------------------- A relatively serious book on 'regression analysis' is C. Radhakrishna Rao, 'Linear Statistical Inference and Its Applications: Second Edition', ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. ---------------------------------------- Three famous, general books on multivariate statistics are Maurice M. Tatsuoka, 'Multivariate…
…在 N. R. Draper 和 H. Smith 的《应用回归分析》（Applied Regression Analysis，John Wiley and Sons，纽约，1968年）里有更详细但依旧通俗的阐述；而在 C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition，ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年）里讲得详细得多且十分严谨。没错，这些东西根本不算什么新鲜玩意儿。所以只要满足某些假设，就能对拟合模型的准确性获得大量理论保证。…
…with more detail but still easy form in N. R. Draper and H. Smith, Applied Regression Analysis, John Wiley and Sons, New York, 1968. with much more detail and carefully done in C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. Right, this stuff is not nearly new. So, with some assumptions, get lots of guarantees on the accuracy of the fitted model.…
…用 IBM Scientific Subroutine Package、SPSS、SAS、R 等工具算出了几个回归系数，就宣称是他们的机器自己“学”到了这些系数。天呐，我在比如 C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition，ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年）或者 Breiman 的 CART 里可没见过这种说法。说白了，我看到的剩下那些东西怎么看都像在炒作。比如，这里头似乎有一种很基础、很聪明、专门用来宣传炒作的套路：…
…IBM Scientific Subroutine Package, SPSS, SAS, R, etc. to find some regression coefficients, they claim that their machine learned the coefficients. Gee, I didn't see that in, say, C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. or Breiman's CART. Again, the rest I see looks like hype. E.g., it appears that there is a basic, clever, publicity, hype idea:…
…Friedman、Richard A. Olshen、Charles J. Stone 合著的《分类与回归树》（Classification and Regression Trees），ISBN 0-534-98054-6，Wadsworth & Brooks/Cole，加州太平洋丛林，1984年。C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition），ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年。凸分析方面的入门好书是 Wendell H. Fleming 的《多元函数》（Functions of Several Variables），Addison-Wesley，雷丁，…
…Friedman, Richard A.\ Olshen, Charles J.\ Stone, {\it Classification and Regression Trees,\/} ISBN 0-534-98054-6, Wadsworth \& Brooks/Cole, Pacific Grove, California, 1984.\ \ C.\ Radhakrishna Rao, {\it Linear Statistical Inference and Its Applications:\ \ Second Edition,\/} ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967.\ \ A good start on convexity is Wendell H.\ Fleming, {\it Functions of Several Variables,\/} Addison-Wesley, Reading,…
…Haberman 的《定性数据分析第二卷：新进展》（Analysis of Qualitative Data, Volume 2, New Developments），ISBN 0-12-312502-2，Academic-Press，1979年。Henry Scheffe 的《方差分析》（Analysis of Variance），John Wiley and Sons，纽约，1967年。C. Radhakrishna Rao 的《线性统计推断及其应用：第二版》（Linear Statistical Inference and Its Applications: Second Edition），ISBN 0-471-70823-2，John Wiley and Sons，纽约，1967年。N. R. Draper 和 H. Smith 的《应用回归分析》（Applied Regression Analysis），John Wiley and Sons，纽约，1968年。Leo Breiman、Jerome H. Friedman、Richard…
…Haberman, Analysis of Qualitative Data, Volume 2, New Developments, ISBN 0-12-312502-2, Academic-Press, 1979. Henry Scheffe, Analysis of Variance, John Wiley and Sons, New York, 1967. C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. N. R. Draper and H. Smith, Applied Regression Analysis, John Wiley and Sons, New York, 1968. Leo Breiman, Jerome H. Friedman, Richard…