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25種統計方法秘技 SPSS 14 中文版 張偉豪 SPSS宏德國際軟體諮詢資深顧問 成大企管博士候選人 樹德科大企管系講師 勞委會職訓局專任講師 南部希望園區社長 E-mail: [email protected]

25種統計方法秘技 SPSS 14 中文版

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25 SPSS 14 SPSS E-mail: [email protected]

YA

2

?

3

, ?

, ?4

5

()

( ) () () 6

SPSS

()

7

90 80 70 60 50 40 30 20 10 0

8

t (ANOVA) () (MANOVA)

logistic) 9

dont reject

10

MANOVA ANOVA t

Y()

()

X

()

11

x

?? ?? ?

y

y x x A M Y B xn

12

1.

P m (mp) (parsimony)

2.

13

(error)

14

15

(assumptions) specific factor

16

spss 1

17

18

vs. Formative indicator Reflective indicator

X1 X2 X3 X4 X5 X6

Y1 Y2 Y3 Y4

P1

F1

P2

F2

Y5 Y619

CFA PCA CFA

(2002),.. ,p107-13220

()

21

F1 x2 x3 x4 x1

F2

x5 x6

22

()

200 (100) 200 K-means

(cluster analysis) 23

one way MANOVA

one way MANOVA

24

520 (multivariate data analysis, 5th ed., Hair, Jr. et al)

1 .9 6 s n = 2 en = 1 .9 62

2

2

p (1 p ) e225

26

4060 t (CR) 0.5 0.3

CR

27

(pretest):

:() () () ()

28

excel tip: 29

key in

30

(chi-square test)()

31

t (t-test)

32

ANOVA

Y1 = X1 + X233

(MANOVA) MANOVA MANOVAANOVA (Bryman & Cramer, 1997)

Y1 + Y2 + ... = X 1 + X 2 + ...34

()F F BonferroniLSDLSD p-valueN(N-1)/20.05

Scheffe method()

Tukey HSD method()35

()S-N-K (Student-Newman-Keuls)Tukey

DuncanS-N-K

Games-Howell methodN

DunnettHilton A & Armstrong R A (2006) Is one set of data more variable than another? Microbiologist Vol. 7: No.2 34-36 (June 2006)

36

()correlation coefficient of correlation -11

37

1

Y

Zero-Order)YX1 (23)/(1234)5 X1

2

4 3 6 7 X2

Partial Correlations YX1(2/12) YX2(4/14)

(Semi-Partial Correlations)X1,X2, X1 (2/1234)X2(4/1234) Y38

(Regression): (linear relationship) x y 1. 2. xy 3. (x)(y)

Y1 = aX 1 + bX 2 + ...

39

path analysis : n 0.95n A M B40

Y

(canonical)x y

Y1 + Y2 = X 1 + X 2 + ... 41

x1

y1

x2

y2

42

Logistic

43

(discriminate analysis)

Y1 = X1 + X2 + ...44

()()

45

()()

46

1.() 2. 3. 4. 5.

47

48

49

50

(Dummy Variables)=(n) -1 : DV(0,0,0) (1,0,0) (0,1,0) (0,0,1) (0,0,0)

51

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