跨国公司的统计理论

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The complete Electronic Statistics Textbook can be downloaded for quick access from your local hard drive.
' J$ e8 f0 A: H  This Electronic Statistical Textbook (Statistics Homepage) offers training in the understanding and application of statistics. The material was developed at the StatSoft R&D department based on many years of teaching undergraduate and graduate statistics courses and covers a wide variety of applications, including laboratory research (biomedical, agricultural, etc.), business statistics and forecasting, social science statistics and survey research, data mining, engineering and quality control applications, and many others.
- O( U* k6 o  v- @1 G  The Electronic Textbook begins with an overview of the relevant elementary (pivotal) concepts and continues with a more in depth exploration of specific areas of statistics, organized by "modules," accessible by buttons, representing classes of analytic techniques. A glossary of statistical terms and a list of references for further study are included

１．Elementary Concepts in Statistics
' I+ v+ g; i/ }. L２．Basic Statistics
３．ANOVA/MANOVA
; N/ h( n$ e! G# x  ^+ e. P４．Canonical Analysis
５．Classification Trees
６．Cluster Analysis
７．Correspondence Analysis
: O* G6 y) O0 y+ D- x+ B3 z８．Data Mining Techniques
９．Discriminant Function Analysis
% Q3 ~; N6 c" s１０．Experimental Design (Industrial DOE)
3 r& z* `3 K0 d0 d! [１１．Principal Components and Factor Analysis
１２．Selected Topics in Graphical Analytic Techniques
* h  c2 S( z# W$ }１３．Multiple Regression
3 o: B  H5 ]5 R% i, o. b; _１４．Log-Linear Analysis of Frequency Tables
: I, H$ L# d+ w１５．Multidimensional Scaling
. \; A- z2 Z& D! `6 l8 @１６．Neural Networks
１７．Nonlinear Estimation
) I" v$ ~% ?1 d2 c9 D: \１８．Nonparametrics and Distribution Fitting
１９．Process Analysis
２０．Quality Control Charts
& i1 u7 n9 n7 t& ^/ H２１．Reliability and Item Analysis
$ |. r+ m: g% B２２．Structural Equation Modeling
; P# c" q7 I3 g+ w. d

, D9 d/ T$ O- z+ V2 n一本很值得收藏的统计手册！一些统计理论在许多跨国公司应用非常广！