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.
9 l( l- |; G) f; V- F; f' e. u' P  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.
  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
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１．Elementary Concepts in Statistics
& {5 g* t0 {1 ?7 R$ J, h, G２．Basic Statistics
$ t7 z7 B. S9 z: R( x' q３．ANOVA/MANOVA
４．Canonical Analysis
５．Classification Trees
６．Cluster Analysis
７．Correspondence Analysis
８．Data Mining Techniques
９．Discriminant Function Analysis
１０．Experimental Design (Industrial DOE)
１１．Principal Components and Factor Analysis
, Q  [0 X& e5 D5 v8 ]' K１２．Selected Topics in Graphical Analytic Techniques
* C2 }3 I. }: M$ c0 z) ~' L: [$ A１３．Multiple Regression
* ]" H/ W# r& O１４．Log-Linear Analysis of Frequency Tables
１５．Multidimensional Scaling
１６．Neural Networks
１７．Nonlinear Estimation
9 Y6 x( a+ N7 M0 j4 @１８．Nonparametrics and Distribution Fitting
( u7 o# V( y" E0 l% y9 r0 ]１９．Process Analysis
1 {; M% Z3 U+ h; M$ H２０．Quality Control Charts
２１．Reliability and Item Analysis
２２．Structural Equation Modeling
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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！