Synopsis - QM2 SAS Outputs

8/19/2019 Synopsis - QM2 SAS Outputs

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M2 I O

I. M M:

M:

= + + + + N .

H0: = = = = H1: N

S DFS

S

M

SF V P > F

M R A D F


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T ,

BETA. A . BETA

.

G F M:

C D , R2 = SSR / SST.

I 2: A 1 . A R

S RS A . T RS,

F

.

= 1 1 − 1

− − 1

M M :

W V I F (VIF) .

= 1− W

(

(1)

).

= 1 100 =1

1 − 100

I: I

, VIF . H,

, VIF . A ,

M VIF 10. (..

0.10 0.90)E:


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A V I (VIF)

( 10).

I N: I , D I

(M / C).

II. D A

I D ,

. T, D (..

) .

1: F. H

.

E:

1:

F , N DF=1, D DF=198

B

F

> F

/ (1)

D D D

1.383 1.1634 1.0614 0.296 0.4204 83.24


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2: C L

.

T ANOVA . A W L

D . A, W L

, D .

E:

2: M E F =1 M=2 N=95.5

F N DF D DF > F

' L 0.48824801 33.72 6 193


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4: D :

T D H R, .

E:

3: N O C

B

F B N B L

N B 4 81

L 20 119

97 103 = 200

X = (81 4) (97 20) = 77 = (119 20) (103 4) = 99.

T, H R = = (77 + 99) / 200 = = 88 %, S .

I N: I D A, ,

.

III. F A

F A ,

. N F A

C A .

1: C .

C . A . W KM

O M S A (KMO) B

F A .

I KMO M S A :


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A KMO = 0.64 0.6, F A.

H, X5, X8, X12 X13 K . I 5

15 3

. I K C,

.

2: I C /

'C'

. H . I

50%,

,

. I

( 0. 50),

.

E:

E E F

F1 F2 F3 F4 F5

3.247 2.103 1.643 1.185 1.103

T , 3.246307, 2.103337, 1.644186, 1.185304 1.102832,

E . N

(I 13 ),

E

1 S .

I , 24.97% (=.

100) 71.4% (=

..... 100. T

N 5


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E C M: = 13 A = 1

E D C

1 3.247 1.144 0.250 0.250

2 2.103 0.460 0.162 0.411

3 1.643 0.458 0.126 0.538

4 1.185 0.0828 0.091 0.629

5 1.103 0.252 0.085 0.714

6 0.850 0.140 0.065 0.779

7 0.711 0.149 0.055 0.834

8 0.562 0.067 0.043 0.877

9 0.495 0.088 0.038 0.915

10 0.407 0.104 0.031 0.947

11 0.303 0.082 0.023 0.970

12 0.220 0.049 0.017 0.987

13 0.171 0.013 1.000

F , X1

(.. X1) 0.860643 86% (

, .. X1, ). F

9.281 (.. 0.860643 + )

A ,

. F ,


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F

F1 F2 F3 F4 F5

1 0.888 0.105 0.203 0.037 0.136

2 0.788 0.156 0.140 0.019 0.204

3 0.774 0.218 0.077 0.192 0.139

4 0.770 0.136 0.312 0.035 0.098

5 0.581 0.469 0.210 0.056 0.418

6 0.101 0.837 0.001 0.281 0.023

7 0.049 0.600 0.500 0.298 0.064

8 0.256 0.536 0.528 0.336 0.122

9 0.402 0.418 0.392 0.103 0.028

10 0.141 0.041 0.625 0.293 0.403

11 0.003 0.235 0.571 0.014 0.472

12 0.119 0.360 0.067 0.753 0.348

13 0.183 0.270 0.180 0.445 0.559

N . F , X5

F1, F2 F5, X13 4

5. T . T

.

3: F


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F

F1 F2 F3 F4 F5

1 0.875 0.192 0.191 0.107 0.096

2 0.803 0.271 0.022 0.007 0.012

3 0.784 0.301 0.005 0.021 0.050

4 0.781 0.243 0.025 0.188 0.054

5 0.068 0.834 0.057 0.025 0.002

6 0.343 0.510 0.096 0.097 0.325

7 0.456 0.210 0.725 0.014 0.056

8 0.008 0.455 0.665 0.069 0.081

9 0.402 0.162 0.578 0.474 0.112

10 0.170 0.183 0.097 0.753 0.102

11 0.048 0.231 0.148 0.694 0.210

12 0.034 0.004 0.050 0.021 0.912

13 0.069 0.467 0.477 0.150 0.564

B ,

:

B F B F

F1: X1, X2, X3, X4, X5 F1: X1, X2, X3, X4

F2: X6, X7, X8 F2: X5, X6

F3: X10 X11 F3: X7 X8 X9


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E E F

F1 F2 F3 F4 F5

3.164 1.798 1.613 1.359 1.347

F C E: = 9.281

1 2 3 4 5 6 7 8 9 10 11 12 13

0.860 0.708 0.790 0.649 0.759 0.708 0.704 0.604 0.502 0.780 0.720 0.661 0.836

O C

9.281 (0.860 + 0.708 + + 0.836). C

F P.

I. CLE ANALI

C

. I D L

D F

. I /. H,

D A.

1: O C E

C

P.

E:

I ,

E 93.21% (S


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2: D N C

I , N C, / ,

, SPRSQ S P RS,

RSQ RS . A

,

. I / .

Cluster History

NCL Clusters Joined FREQ SPRSQ RSQ Tie

19 OB2 OB3 2 0.0074 0.993 T

18 CL19 OB11 3 0.0091 0.984

17 OB7 OB8 2 0.0099 0.974 T

16 OB13 OB17 2 0.0099 0.964

15 OB14 OB15 2 0.0148 0.949

14 CL17 OB9 3 0.0165 0.932

13 OB19 OB20 2 0.0173 0.915

12 CL18 OB5 4 0.0193 0.896

11 OB16 OB18 2 0.0198 0.87610 CL16 CL15 4 0.0247 0.851

9 CL12 OB4 5 0.0274 0.824

8 OB6 CL14 4 0.028 0.796

7 CL10 CL11 6 0.0461 0.75

6 CL7 CL13 8 0.0533 0.697

5 OB1 OB12 2 0.0568 0.64 T

4 CL9 CL8 9 0.0603 0.58

3 CL5 OB10 3 0.1309 0.449

2 CL4 CL6 17 0.1593 0.289

1 CL3 CL2 20 0.2893 0


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T, SPRSQ

.

T

SPR

( 0.028 0.0461) T

T,

I THREE C

R

.

C N. O

1 OB

2 OB

SPRSQ. I

.

SQ . W .

( 0.0603 0.1309) O (

T C

3 4 ; . T D

D,

13,OB17, OB14, OB15, OB16, OB18, OB19,

2, OB3, OB11, OB5, OB4, OB6, OB7, OB8 OB

, SPRSQ

,

(NCL) S

0.1593 0.2893).

S C.

.

B20

9


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C P. KVSSN N M

. LINEA OGAMMING OBLEM

C 12 527: T A C .

E: E M; : M D: D M

M 63E + 95S + 135D

S..

1E + 1S + 1D ≤ 200 F M1E + 2S + 4D ≤ 320 C

8E + 12S + 14 D ≤ 2400 M T

E, S, D ≥ 0

A C

F O A A

C N C C I D

$B$8 N. AC E M 80 0 63 12 15.5

$C$8 N. AC S M 120 0 95 31 8

$D$8 N. AC D M 0 24 135 24 1E+30

C

F C A A

C N .H. I D

$B$11 F M Q U 200 31 200 80 40

$B$12 C Q U 320 32 320 80 120

$B$13 M Q U 2080 0 2400 1E+30 320

N 1E+30 INFINITY, .. N L


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Synopsis - QM2 SAS Outputs