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The complete Electronic Statistics Textbook can be downloaded for quick access from your local hard drive. ' E' _' U! x k* h! W( t: }. R$ y
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. ( T3 D! ]- g7 t6 ~7 x
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 / i2 e9 F4 n- y/ d+ ~" f! T
, N, B" p! a+ t m5 ]7 w0 V１．Elementary Concepts in Statistics+ z2 i3 s/ e* C" f. ~( y5 `3 J
２．Basic Statistics- o- ?/ _( Z* y0 D& P
３．ANOVA/MANOVA% a+ `$ K& P: ~" s
４．Canonical Analysis
2 t2 i W3 S+ p5 I５．Classification Trees# Y9 R7 | |) u$ r& p7 |6 [% I
６．Cluster Analysis$ j/ a9 G. b }1 X
７．Correspondence Analysis
- W% f( }; Y/ a% S! k! t' g８．Data Mining Techniques8 h. ~, i. f6 m
９．Discriminant Function Analysis
# b$ h, T: ?; y( o7 H' _１０．Experimental Design (Industrial DOE)
4 |. e7 B' j; r１１．Principal Components and Factor Analysis
n3 O9 \/ v, s% d) d5 i8 ?１２．Selected Topics in Graphical Analytic Techniques8 B8 K! y" C/ e! Q
１３．Multiple Regression% a- A7 R" ?5 W5 s2 p# k
１４．Log-Linear Analysis of Frequency Tables! K/ U; V- p: w6 K( v( S6 u4 L* D. j
１５．Multidimensional Scaling, ^: ^1 D. _$ o
１６．Neural Networks) V6 f: O; m1 n' T5 {
１７．Nonlinear Estimation/ N! h& t/ ^$ q& ^) `: ?
１８．Nonparametrics and Distribution Fitting
) p6 H- \/ J+ l1 y; @8 p' G+ |１９．Process Analysis/ r$ v' J) q3 b4 d( l I" y
２０．Quality Control Charts) q* W# c; ~4 i- X7 V, [
２１．Reliability and Item Analysis
/ \1 g! I; W( z# {7 \0 E２２．Structural Equation Modeling: A* z$ z7 D# B% \/ u$ a
; k& q& Y9 K0 Y. f9 {' x : `; e6 j' C$ j2 n$ w! i
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
