Output from soceco.sas
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Socioeconomic data for 35 countries 1
OBS CTY PLACE BEL15 ABOV75 DISINC SAVE AGR MFG SER
1 Aus Australia 29 3 2330 11 6 36 58 2 Bol Bolivia 42 2 189 6 16 34 50 3 Bra Brazil 42 1 728 13 12 26 62 4 Can Canada 32 3 2983 9 4 31 65 5 Chi Chile 40 1 663 1 7 43 50 6 Cos Costa Rica 48 1 471 11 23 24 53 7 Den Denmark 24 4 2497 17 7 38 55 8 Ecu Ecuador 46 1 288 4 27 22 51 9 Fin Finland 28 2 1681 11 12 38 50 10 Ger Germany 23 3 2457 13 3 54 43 11 Gre Greece 26 3 871 11 16 27 57 12 Hon Honduras 47 1 232 8 31 21 48 13 Ind India 41 1 89 9 43 20 37 14 Ita Italy 25 3 1391 14 9 42 49 15 Jap Japan 27 2 1257 21 6 45 49 16 Kor Korea 42 1 208 4 28 31 41 17 Lib Libya 44 2 124 9 2 70 28 18 Lux Luxembourg 22 4 2449 10 4 52 44 19 Mal Malaysia 47 1 243 5 30 28 42 20 Net Netherlands 25 3 1741 15 6 39 55 21 Nic Nicaragua 45 1 326 7 25 26 49 22 Pan Panama 44 1 569 4 19 24 57 23 Par Paraguay 41 1 221 2 32 21 47 24 Per Peru 44 1 400 13 17 35 48 25 Por Portugal 29 3 580 12 16 41 43 26 Sou South Africa 32 2 651 11 8 41 51 27 Spa Spain 28 3 769 12 11 37 52 28 Swe Sweden 21 5 3299 7 4 39 57 29 Tur Turkey 43 1 390 5 27 29 44 30 Tun Tunisia 46 1 250 3 17 21 62 31 Uni United Kingdom 23 4 1814 8 2 42 56 32 Uni United States 30 3 4002 8 3 35 62 33 Uru Uruguay 28 3 767 9 11 25 64 34 Ven Venezuela 46 1 813 9 7 40 53 35 Zam Zambia 45 1 138 19 11 55 34
Socioeconomic data for 35 countries 2
Principal Component Analysis
35 Observations
7 Variables
Simple Statistics
BEL15 ABOV75 DISINC SAVE
Mean 35.57142857 2.085714286 1082.314286 9.457142857
StD 9.29985994 1.172514356 1041.502726 4.616739728
AGR MFG SER
Mean 14.34285714 35.20000000 50.45714286
StD 10.51873079 11.31838691 8.42036347
Correlation Matrix
BEL15 ABOV75 DISINC SAVE
BEL15 1.0000 -.9109 -.7323 -.4344 PERCENT POP. BELOW AGE 15
ABOV75 -.9109 1.0000 0.7715 0.3240 PERCENT POP. ABOVE AGE 75
DISINC -.7323 0.7715 1.0000 0.2404 PER CAPITA DISPOSABLE INCOME
SAVE -.4344 0.3240 0.2404 1.0000 SAVINGS RATE
AGR 0.6290 -.6583 -.6543 -.4176 AGRICULTURE CONTRIBUTION TO GDP
MFG -.3767 0.3909 0.2712 0.4462 MANUFACTURING CONTRIBUTION TO GDP
SER -.2795 0.2968 0.4529 -.0782 SERVICE CONTRIBUTION TO GDP
AGR MFG SER
BEL15 0.6290 -.3767 -.2795 PERCENT POP. BELOW AGE 15
ABOV75 -.6583 0.3909 0.2968 PERCENT POP. ABOVE AGE 75
DISINC -.6543 0.2712 0.4529 PER CAPITA DISPOSABLE INCOME
SAVE -.4176 0.4462 -.0782 SAVINGS RATE
AGR 1.0000 -.7049 -.3017 AGRICULTURE CONTRIBUTION TO GDP
MFG -.7049 1.0000 -.4636 MANUFACTURING CONTRIBUTION TO GDP
SER -.3017 -.4636 1.0000 SERVICE CONTRIBUTION TO GDP
Socioeconomic data for 35 countries 3
Principal Component Analysis
Eigenvalues of the Correlation Matrix
Eigenvalue Difference Proportion Cumulative
PRIN1 3.79869 2.14802 0.542670 0.54267
PRIN2 1.65067 0.97369 0.235811 0.77848
PRIN3 0.67698 0.12486 0.096712 0.87519
PRIN4 0.55212 0.30778 0.078874 0.95407
PRIN5 0.24434 0.16715 0.034906 0.98897
PRIN6 0.07719 0.07719 0.011027 1.00000
PRIN7 0.00000 . 0.000000 1.00000
Eigenvectors
PRIN1 PRIN2 PRIN3
BEL15 -.461793 -.084322 -.053975 PERCENT POP. BELOW AGE 15
ABOV75 0.463629 0.114624 -.132250 PERCENT POP. ABOVE AGE 75
DISINC 0.430467 0.247398 -.158095 PER CAPITA DISPOSABLE INCOME
SAVE 0.272122 -.333414 0.883521 SAVINGS RATE
AGR -.446087 0.087214 0.168365 AGRICULTURE CONTRIBUTION TO GDP
MFG 0.298531 -.584562 -.315842 MANUFACTURING CONTRIBUTION TO GDP
SER 0.155977 0.676802 0.214222 SERVICE CONTRIBUTION TO GDP
PRIN4 PRIN5 PRIN6
BEL15 0.456479 0.321639 0.681835 PERCENT POP. BELOW AGE 15
ABOV75 -.410005 -.266403 0.717875 PERCENT POP. ABOVE AGE 75
DISINC -.048543 0.850103 -.058890 PER CAPITA DISPOSABLE INCOME
SAVE 0.047925 0.134424 0.117513 SAVINGS RATE
AGR -.605648 0.199541 0.033332 AGRICULTURE CONTRIBUTION TO GDP
MFG 0.231383 -.029087 -.036293 MANUFACTURING CONTRIBUTION TO GDP
SER 0.445558 -.210169 0.007144 SERVICE CONTRIBUTION TO GDP
PRIN7
BEL15 0.000000 PERCENT POP. BELOW AGE 15
ABOV75 0.000000 PERCENT POP. ABOVE AGE 75
DISINC 0.000000 PER CAPITA DISPOSABLE INCOME
SAVE 0.000000 SAVINGS RATE
AGR 0.597759 AGRICULTURE CONTRIBUTION TO GDP
MFG 0.643202 MANUFACTURING CONTRIBUTION TO GDP
SER 0.478513 SERVICE CONTRIBUTION TO GDP
Socioeconomic data for 35 countries 4
Plot of PRIN2*PRIN1$CTY. Symbol used is '*'.
PRIN2 |
2 +
| * Can
| * Tun * Uru * Uni
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| * Swe
| * Pan
|
1 + * Gre
| * Ecu * Bra * Aus
| * Par
| * Uni
| * Hon * Cos
| * Nic * Den
|
0 + * Bol * Net
| * Tur * Chi Fin * * Spa
| * Mal * Ven
|* Ind * Kor * Sou
| * Ita
| * Per
| * Lux
-1 + * Por
|
|
| * Jap * Ger
|
|
|
-2 +
|
|
|
|
|
|
-3 +
|
|
| * Zam
|
|
|
-4 + * Lib
|
-+---------+---------+---------+---------+---------+---------+---------+
-3 -2 -1 0 1 2 3 4
PRIN1