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The complete Electronic Statistics Textbook can be downloaded for quick access from your local hard drive. # }9 `3 V0 u8 i& E
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.
- c' H8 O- J% P8 A 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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* Y) \; w! T. l! p6 F! G7 n１．Elementary Concepts in Statistics4 l1 S# A( E: _- T# @& Y/ ]* _+ ]+ Z
２．Basic Statistics! \: f+ p0 B; t3 {
３．ANOVA/MANOVA0 C7 G' M+ x) P& _% n; q
４．Canonical Analysis
& @5 r" I1 W" `3 s% `+ d, \4 R５．Classification Trees. J* a+ N/ a/ c& W+ U
６．Cluster Analysis
* _* f. E" g( D- g1 G6 U7 V７．Correspondence Analysis
! q8 Z% Z" s& e8 @; A８．Data Mining Techniques
# v# h% ^4 `+ Y$ c3 p９．Discriminant Function Analysis' d% w3 X# i+ P% c+ a6 k1 @
１０．Experimental Design (Industrial DOE)& h) E+ T" y6 G
１１．Principal Components and Factor Analysis Y+ f# h& S3 {: |& c# |; m1 p7 ~1 y
１２．Selected Topics in Graphical Analytic Techniques M/ a. P2 z* B( G
１３．Multiple Regression: P8 z' \( ^# x8 \2 E
１４．Log-Linear Analysis of Frequency Tables. p2 U1 ~% J) Y/ p- O
１５．Multidimensional Scaling
6 J* e4 r& I8 ~( r1 H, {１６．Neural Networks! m/ S9 c9 U6 ~4 \3 s6 r
１７．Nonlinear Estimation2 [- [& J/ g$ g) B, [ _
１８．Nonparametrics and Distribution Fitting8 E0 S, D) \& d3 R; l- o7 F
１９．Process Analysis
; `8 x' z: a7 T7 G4 ^9 t２０．Quality Control Charts& B6 y! f% W+ ]8 b$ i8 F% z
２１．Reliability and Item Analysis
% O6 B3 M. H4 C/ j/ x２２．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！ |
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发表于 2007-2-7 21:27:24
