![](data:image/png;base64,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)
Armijos J. & Lozano E.
Vol.9-N°1, Enero - Junio 2021
p-ISSN:2602-8204 |e-ISSN 2737-6257
Tabla 6. Resultados del modelo DOLS para países individuales
PIEA PIA PIMA
Países WD WOD Países WD WOD Países WD WOD
IED DF IED DF IED DF IED DF IED DF IED DF
Denmark -0,47 -0,59 -0,74 -0,98 Australia 0,85 -4,45 1,03 -1,79 Barbados -0,04 -0,38 1,15 1,27
Kuwait -1,48 1,59 -1,08 1,29 Austria 0,39 -3 0,82 -0,91 R. Checa -0,18 -0,14 2,57 -2,58
Norway 0,5 -0,59 -0,09 0,24 Bahamas -0,87 -0,41 -0,11 -1,01 Gabón 0,87 2,46 0,65 2,61
Switzerland 0,15 1,51 2,21 0,4 Baharian -0,67 0,24 -0,17 -0,88 Honduras 0,64 0,89 0,02 0,83
UAE -1,03 0,31 1,25 -1,91 Canadá -1,97 1,22 1,72 2,93 Korea 0,71 -1,03 1,03 0,15
Chipre -4,01 -0,01 -3,37 0,84 Malta -0,16 1,69 0,17 0,89
Finland 1,24 -1,67 1,67 -1,47 Oman 2,33 1,93 1,52 1,14
France -2,41 -0,01 1,37 -1,19 Portugal 1,04 0,46 1,26 -0,02
Germany -0,08 -2,66 -1,49 0,13 Saudi Arabia -0,25 -0,74 -0,55 -0,19
Greece 1,16 -0,1 1,46 -0,31 Slovenia -1,26 -0,14 0,69 0,01
Iceland 0,32 0,4 -0,1 0,53 Trinidad -0,5 -0,66 1,31 1,55
Ireland 0,07 0,56 1,35 0,81 Venezuela 1,67 -0,11 1,07 0,02
Israel 1,98 0,29 0,93 -0,18
Italy 1,56 -2,48 1,7 -0,03
Japan 1,86 -0,21 -0,74 0,36
Macao -1,92 -2,67 -2,59 -3
Netherlands 0,34 -0,19 -0,29 1,26
New Zealand 0,59 -0,43 1,13 0,08
Singapore 0,54 2,68 -0,01 1,55
Spain 0,34 1,24 0,06 1,87
Sweden -1,42 -0,03 -0,91 0,35
United Kingdom -1,19 0,88 3,99 0,21
United States -0,68 -0,25 -0,64 1,96
PIMB PIB PIEB
Países WD WOD Países WD WOD Países WD WOD
IED DF IED DF IED DF IED DF IED DF IED DF
Ant. y Barb. -2,41 1,68 -2,09 1,02 Albania -1,38 4,06 -1,5 3,88 Bangladesh -2,34 0,51 1,26 2,05
Argentina -0,01 0,9 0,36 1,97 Algeria -0,34 -0,6 0,21 0,17 Benin -1,58 -1,22 -0,9 -0,23
Brazil 3,53 0,74 3,67 2,12 Angola -3,07 2,06 -2,57 1,84 Burkina Faso -2,78 1,61 -4,11 1,54
Chile 4,97 -3,13 4,5 -3,36 Armenia 0,33 -1,03 -0,03 -1,01 Burundi 1,16 1,34 -0,34 0,88
Costa R. 0,57 0,96 1,41 1,41 Azerbaijan 2,38 -0,01 1,89 -0,5 Cambodia 2,88 -2,79 1,41 -1,24
Croatia -1,1 -1,9 1,46 -0,12 Belarus -1,38 3,04 -3,5 3,39 Cen. Afr. Rep -2,91 -0,51 -5,25 0,98
Equ. Guinea -0,99 1,62 -0,81 1,5 Belice -0,08 1,6 -0,58 1,25 Chand -0,81 0,37 -1,11 1,06
Estonia 0,44 0,87 -0,1 0,9 Bolivia -1,35 -0,91 -1,3 -0,65 Comoros -0,38 0,64 -1,27 0,9
Hungary 1,86 2,11 1,65 2,89 Botswana -1,22 3,22 -0,98 3,76 Congo D. -0,27 0,84 -0,08 1,14
Latvia 1,85 -1,32 0,77 -0,97 Bulgaria -1,18 4,12 -2,16 5,99 Ethiopia 0,84 -1,26 0,71 -1,01
Lithuania -0,35 -0,11 -0,81 0,6 Buthan 0,31 1,51 -0,21 1,58 Gambia 0,04 1,12 -0,78 1,82
Malaysia 1,52 1,08 0,33 1,38 Cabo Verde 0,16 -2,07 0,03 -2,24 Guatemala 0,33 -0,36 0,46 -0,25
México 2,15 -0,61 1,73 -1,42 Cameron 0,08 1,89 0,31 1,59 Guinea 0,22 -0,08 -1 0,87
Poland 1,61 -3,63 -0,68 -4,05 China 1,43 -2,37 0,9 -0,69 Guyana 2,17 2,11 2,8 2,19
Russian 0,89 -2,34 -0,06 -0,99 Colombia -1,64 2,07 -1,94 4,9 Haiti 0,18 -1,1 0,83 4,13
Seychelles 0,33 0,12 1,59 0,35 Congo R. 1,65 0,65 1,3 0,94 India -0,81 0,14 0,67 0,79