Folks,
Perhaps people could shed some light on the following issue I have.
I wish to investigate the effect, institutional quality, oil resources and investment can have on the growth of GDP across a number of countries over 25 years.
To follow my issue, I've attached a sample of the data which I'm using.
I wonder why do I get such a small overall r-squared when I utilise growth rates as the dependent variable?
Anytime I've looked at papers which utilise growth rates, they seem to get a reasonable r-squared.
Would I be miss specifying the variables in my regressions?
Any advice welcome.
[CODE]
Perhaps people could shed some light on the following issue I have.
I wish to investigate the effect, institutional quality, oil resources and investment can have on the growth of GDP across a number of countries over 25 years.
To follow my issue, I've attached a sample of the data which I'm using.
I wonder why do I get such a small overall r-squared when I utilise growth rates as the dependent variable?
Anytime I've looked at papers which utilise growth rates, they seem to get a reasonable r-squared.
Would I be miss specifying the variables in my regressions?
Any advice welcome.
Code:
*Creating logs
gen loggdp =ln(rgdpl)
gen logoilp =ln(oilp)
gen growthgdp = D.loggdp/L.loggdp
*Regression
encode country, gen(id)
***Growth in the log of GDP as the dependent variable
xtreg growthgdp ki logoilp pr, fe robust cluster(id)
***Level of GDP as the dependent variable
xtreg loggdp ki logoilp pr, fe robust cluster(id)
. xtreg growthgdp ki logoilp pr, fe robust cluster(id)
Fixed-effects (within) regression Number of obs = 1,464
Group variable: id Number of groups = 61
R-sq: Obs per group:
within = 0.0202 min = 24
between = 0.0019 avg = 24.0
overall = 0.0058 max = 24
F(3,60) = 14.47
corr(u_i, Xb) = -0.5626 Prob > F = 0.0000
(Std. Err. adjusted for 61 clusters in id)
------------------------------------------------------------------------------
| Robust
growthgdp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------+----------------------------------------------------------------
ki | .0001359 .0000525 2.59 0.012 .0000308 .0002409
logoilp | .0005964 .0003064 1.95 0.056 -.0000166 .0012094
pr | -.0003668 .0002276 -1.61 0.112 -.0008221 .0000886
_cons | -.0007082 .0014804 -0.48 0.634 -.0036695 .002253
-------------+----------------------------------------------------------------
sigma_u | .0028317
sigma_e | .00734709
rho | .12933507 (fraction of variance due to u_i)
------------------------------------------------------------------------------
.
end of do-file
. do "C:\Users\SEANOC~1\AppData\Local\Temp\STD08000000.tmp"
. xtreg loggdp ki logoilp pr, fe robust cluster(id)
Fixed-effects (within) regression Number of obs = 1,525
Group variable: id Number of groups = 61
R-sq: Obs per group:
within = 0.0689 min = 25
between = 0.4456 avg = 25.0
overall = 0.3910 max = 25
F(3,60) = 5.46
corr(u_i, Xb) = 0.5568 Prob > F = 0.0022
(Std. Err. adjusted for 61 clusters in id)
------------------------------------------------------------------------------
| Robust
loggdp | Coef. Std. Err. t P>|t| [95% Conf. Interval]
-------------+----------------------------------------------------------------
ki | .0056087 .0029953 1.87 0.066 -.0003829 .0116002
logoilp | .047033 .0152014 3.09 0.003 .0166257 .0774403
pr | -.0166394 .0169254 -0.98 0.330 -.0504952 .0172165
_cons | 8.909745 .0864552 103.06 0.000 8.736809 9.082682
-------------+----------------------------------------------------------------
sigma_u | 1.1281169
sigma_e | .19666628
rho | .97050494 (fraction of variance due to u_i)
------------------------------------------------------------------------------
[CODE]
Code:
* Example generated by -dataex-. To install: ssc install dataex clear input str20 country str3 code int year float(pop rgdpl ki oilp) byte(pr cl) long id "Algeria" "DZA" 1986 22642.54 5216.77 42.64 19.18712 6 6 1 "Algeria" "DZA" 1987 23254.96 5172.37 33.5 18.830849 6 6 1 "Algeria" "DZA" 1988 23880.77 5016.98 36.32 17.93663 5 6 1 "Algeria" "DZA" 1989 24496.31 5030.59 37.18 18.385494 6 4 1 "Algeria" "DZA" 1990 25089.03 5002.35 34.88 19.12585 4 4 1 "Algeria" "DZA" 1991 25687.08 4902 31.56 18.607159 4 4 1 "Algeria" "DZA" 1992 26298.45 4840.26 28.63 18.614386 7 6 1 "Algeria" "DZA" 1993 26916.44 4641.32 27.4 17.786892 7 6 1 "Algeria" "DZA" 1994 27521.48 4487.26 28.94 17.183025 7 7 1 "Algeria" "DZA" 1995 28089.15 4568.67 28.08 16.9802 6 6 1 "Algeria" "DZA" 1996 28604.04 4730.2 25.67 17.558678 6 6 1 "Algeria" "DZA" 1997 29083.56 4699.63 24.43 17.786556 6 6 1 "Algeria" "DZA" 1998 29535.58 4887.76 27.96 17.33122 6 5 1 "Algeria" "DZA" 1999 29979.82 4964.24 26.56 16.9062 6 5 1 "Algeria" "DZA" 2000 30429.23 4990.69 24.22 17.189203 6 5 1 "Algeria" "DZA" 2001 30874.31 5066.1 27.02 17.89743 6 5 1 "Algeria" "DZA" 2002 31312.48 5253.01 30.23 18.856487 6 5 1 "Algeria" "DZA" 2003 31740.9 5552.08 30.57 20.51535 6 5 1 "Algeria" "DZA" 2004 32157.67 5762.47 32.67 20.93596 6 5 1 "Algeria" "DZA" 2005 32560.74 5988.78 32.35 21.93513 6 5 1 "Algeria" "DZA" 2006 32959.25 6003.41 32.76 21.788576 6 5 1 "Algeria" "DZA" 2007 33362.74 6109.96 35.68 21.52563 6 5 1 "Algeria" "DZA" 2008 33769.67 6178.59 38.62 21.124804 6 5 1 "Algeria" "DZA" 2009 34178.19 6179.05 43.31 20.395535 6 5 1 "Algeria" "DZA" 2010 34586.18 6260.21 41.39 19.85048 6 5 1 "Angola" "AGO" 1986 7748.63 1819.35 18.46 13.251935 7 7 2 "Angola" "AGO" 1987 7878.4 1920.93 19.74 16.648308 7 7 2 "Angola" "AGO" 1988 8023.39 2010.23 13.96 20.532797 7 7 2 "Angola" "AGO" 1989 8153.84 1988.85 12.9 20.33849 7 7 2 "Angola" "AGO" 1990 8296.61 1938.66 14.01 20.868706 7 7 2 "Angola" "AGO" 1991 8496.81 1866.04 31.96 21.450504 6 4 2 "Angola" "AGO" 1992 8741.84 1978.67 47.34 21.94914 6 6 2 "Angola" "AGO" 1993 8966.26 1613.52 44.15 20.69501 7 7 2 "Angola" "AGO" 1994 9172.28 1736.75 39.5 21.30451 7 7 2 "Angola" "AGO" 1995 9419.12 1921.76 43.42 25.00305 6 6 2 "Angola" "AGO" 1996 9650.61 2576.11 47.14 26.78444 6 6 2 "Angola" "AGO" 1997 9855.58 2192.37 42 26.421516 6 6 2 "Angola" "AGO" 1998 10039.17 2396.16 52.14 26.709286 6 6 2 "Angola" "AGO" 1999 10215.44 2404.48 43.13 26.603186 6 6 2 "Angola" "AGO" 2000 10377.27 2331.82 19.91 26.24306 6 6 2 "Angola" "AGO" 2001 10538.39 2191.45 19.15 25.69605 6 6 2 "Angola" "AGO" 2002 10760.51 2485.73 17.76 30.39746 6 5 2 "Angola" "AGO" 2003 11057.09 2458.16 18.19 29.785524 6 5 2 "Angola" "AGO" 2004 11391.13 2598.93 13.36 33.786068 6 5 2 "Angola" "AGO" 2005 11706.95 3055.03 11.82 38.94852 6 5 2 "Angola" "AGO" 2006 11992.81 3598.65 16.28 43.21503 6 5 2 "Angola" "AGO" 2007 12263.6 4465.24 20.98 52.01078 6 5 2 "Angola" "AGO" 2008 12531.36 4965.34 30.87 57.65185 6 5 2 "Angola" "AGO" 2009 12799.29 5166.7 24.47 54.41165 6 5 2 "Angola" "AGO" 2010 13068.16 5108.19 18.7 54.40177 6 5 2 "Argentina" "ARG" 1986 31144.99 7617.96 18.27 5.520464 2 1 3 "Argentina" "ARG" 1987 31624.62 7690.19 20.67 5.442151 2 1 3 "Argentina" "ARG" 1988 32099.32 7533.88 20.76 5.595921 2 1 3 "Argentina" "ARG" 1989 32571.62 6902.71 18.49 5.562661 1 2 3 "Argentina" "ARG" 1990 33035.58 6940.77 16.3 5.754234 1 3 3 "Argentina" "ARG" 1991 33504.41 7422.89 17.35 5.765066 1 3 3 "Argentina" "ARG" 1992 33966.85 7845.65 19.13 6.418293 2 3 3 "Argentina" "ARG" 1993 34407.15 8166.97 20.73 6.860145 2 3 3 "Argentina" "ARG" 1994 34846.89 8508.27 22.13 7.467451 2 3 3 "Argentina" "ARG" 1995 35273.84 8328.86 19.52 8.011109 2 3 3 "Argentina" "ARG" 1996 35682.96 8641.37 21.03 8.401275 2 3 3 "Argentina" "ARG" 1997 36102.16 9147.69 22.89 9.150508 2 3 3 "Argentina" "ARG" 1998 36517.92 9403.53 23.1 9.164379 3 3 3 "Argentina" "ARG" 1999 36923.42 9054.73 19.71 8.600447 2 3 3 "Argentina" "ARG" 2000 37335.65 8901.76 19.07 8.131291 1 2 3 "Argentina" "ARG" 2001 37694.17 8552.14 17.32 8.483185 3 3 3 "Argentina" "ARG" 2002 37999.45 7915.67 11.58 8.314334 3 3 3 "Argentina" "ARG" 2003 38336.88 8441.59 15.09 8.242769 2 2 3 "Argentina" "ARG" 2004 38741.83 8977.08 18.2 7.773381 2 2 3 "Argentina" "ARG" 2005 39181.26 9670.71 19.24 7.425394 2 2 3 "Argentina" "ARG" 2006 39614.43 10321.75 21.01 7.3921 2 2 3 "Argentina" "ARG" 2007 40048.82 11001.48 22.39 7.119988 2 2 3 "Argentina" "ARG" 2008 40482 11480.31 24.48 7.222483 2 2 3 "Argentina" "ARG" 2009 40913.58 11590.13 21.95 7.151783 2 2 3 "Argentina" "ARG" 2010 41343.2 12337.59 24.27 6.979034 2 2 3 "Australia" "AUS" 1986 15900.42 24548.69 22.35 13.915116 1 1 4 "Australia" "AUS" 1987 16136.72 25595.43 23.5 14.445247 1 1 4 "Australia" "AUS" 1988 16400.73 26106.52 25.59 14.079393 1 1 4 "Australia" "AUS" 1989 16680.6 26545.43 25.41 12.750938 1 1 4 "Australia" "AUS" 1990 16956.24 26184.01 21.74 14.34696 1 1 4 "Australia" "AUS" 1991 17202.12 26253.17 20.29 13.477468 1 1 4 "Australia" "AUS" 1992 17418.93 26979.44 21.45 12.965384 1 1 4 "Australia" "AUS" 1993 17607.8 27632.51 22.1 12.222857 1 1 4 "Australia" "AUS" 1994 17781.09 28618.82 23.87 12.82573 1 1 4 "Australia" "AUS" 1995 17975.63 29522.16 23.14 13.130322 1 1 4 "Australia" "AUS" 1996 18195.85 30433.28 24.05 13.378277 1 1 4 "Australia" "AUS" 1997 18415.26 31509.71 24.98 13.769006 1 1 4 "Australia" "AUS" 1998 18620.84 32774.72 25.71 12.726604 1 1 4 "Australia" "AUS" 1999 18830.25 33833.67 26.08 12.540106 1 1 4 "Australia" "AUS" 2000 19053.19 34086.45 23.48 15.863027 1 1 4 "Australia" "AUS" 2001 19294.26 34948.56 24.46 14.533538 1 1 4 "Australia" "AUS" 2002 19534.94 35820.03 26.97 13.90582 1 1 4 "Australia" "AUS" 2003 19766.54 36964.4 28.4 11.629842 1 1 4 "Australia" "AUS" 2004 19995.08 37653.78 29.2 10.174034 1 1 4 "Australia" "AUS" 2005 20232.35 38383.84 30.52 10.336598 1 1 4 "Australia" "AUS" 2006 20489.47 39281.35 31.46 9.878385 1 1 4 "Australia" "AUS" 2007 20749.62 40287.28 33.39 10.33363 1 1 4 "Australia" "AUS" 2008 21007.31 40387.13 32.46 10.211527 1 1 4 "Australia" "AUS" 2009 21262.64 40814.65 32.71 10.170774 1 1 4 "Australia" "AUS" 2010 21515.75 41107.49 34.07 10.24824 1 1 4 "Austria" "AUT" 1986 7568.24 24507.12 23.31 1.214107 1 1 5 "Austria" "AUT" 1987 7578.9 24982.82 23.56 1.1738298 1 1 5 "Austria" "AUT" 1988 7599.79 25777.74 25.04 1.2854762 1 1 5 "Austria" "AUT" 1989 7627.86 26725.23 25.69 1.3047056 1 1 5 "Austria" "AUT" 1990 7722.95 27511.8 25.96 1.257736 1 1 5 "Austria" "AUT" 1991 7818.42 27956.03 26.58 1.391999 1 1 5 "Austria" "AUT" 1992 7914.97 28140.89 25.87 1.2658018 1 1 5 "Austria" "AUT" 1993 7988.6 28249.67 24.89 1.190872 1 1 5 "Austria" "AUT" 1994 8027.54 28559.88 25.84 1.195504 1 1 5 "Austria" "AUT" 1995 8047.43 29356.42 27.06 1.2545786 1 1 5 "Austria" "AUT" 1996 8060.85 29899.53 26.71 1.207325 1 1 5 "Austria" "AUT" 1997 8069.88 30605.02 26.45 1.0861195 1 1 5 "Austria" "AUT" 1998 8078.62 31684.59 26.2 1.1613343 1 1 5 "Austria" "AUT" 1999 8094.16 32662.34 26.26 1.0475072 1 1 5 "Austria" "AUT" 2000 8113.41 33625 25.88 1.1132959 1 1 5 "Austria" "AUT" 2001 8131.69 33838.96 25.47 1.1349603 1 1 5 "Austria" "AUT" 2002 8148.31 34266.47 23.84 1.2046996 1 1 5 "Austria" "AUT" 2003 8162.66 34558.42 24.94 1.1585215 1 1 5 "Austria" "AUT" 2004 8174.76 35231.65 24.76 1.1815135 1 1 5 "Austria" "AUT" 2005 8184.69 36150.99 24.61 1.1113183 1 1 5 "Austria" "AUT" 2006 8192.88 37348.43 24.18 1.1992503 1 1 5 "Austria" "AUT" 2007 8199.78 38761.1 24.85 1.232269 1 1 5 "Austria" "AUT" 2008 8205.53 39329.92 24.02 1.2167904 1 1 5 "Austria" "AUT" 2009 8210.28 37634.09 22.12 1.2532957 1 1 5 "Austria" "AUT" 2010 8214.16 38585.63 22.34 1.275938 1 1 5 "Bahrain" "BHR" 1986 439.41 17308.24 34.61 43.76212 5 5 6 "Bahrain" "BHR" 1987 455.78 16736.39 31.25 41.54568 5 5 6 "Bahrain" "BHR" 1988 471.98 17846.78 32.15 40.62542 5 5 6 "Bahrain" "BHR" 1989 488.63 18267.01 33.01 38.81232 6 5 6 "Bahrain" "BHR" 1990 505.67 18157.08 28.55 34.618107 6 5 6 "Bahrain" "BHR" 1991 522.52 19024.79 43.1 30.632135 6 5 6 "Bahrain" "BHR" 1992 538.02 20074.27 42.87 30.269255 6 5 6 "Bahrain" "BHR" 1993 552.64 19780.6 22.03 36.058544 6 6 6 "Bahrain" "BHR" 1994 567.5 20201.39 34.58 35.384148 6 6 6 "Bahrain" "BHR" 1995 582.07 19348.77 25.89 33.124283 7 6 6 "Bahrain" "BHR" 1996 596.47 19595.9 29.17 28.36823 7 6 6 "Bahrain" "BHR" 1997 610.85 20013.28 32.86 32.09569 7 6 6 "Bahrain" "BHR" 1998 625.21 20789.69 36.36 28.78764 7 6 6 "Bahrain" "BHR" 1999 639.96 19734.58 21.99 28.27207 7 6 6 "Bahrain" "BHR" 2000 654.86 20786.33 25.13 27.74315 7 6 6 "Bahrain" "BHR" 2001 672.09 20820.93 23.68 26.749277 6 5 6 "Bahrain" "BHR" 2002 714.83 22003.97 35.88 25.22056 5 5 6 "Bahrain" "BHR" 2003 781 21770.04 38.08 23.17567 5 5 6 "Bahrain" "BHR" 2004 848.12 22022.3 40.68 21.779003 5 5 6 "Bahrain" "BHR" 2005 915.97 22013.14 40.69 18.9379 5 5 6 "Bahrain" "BHR" 2006 984.39 22836.86 45.16 18.114187 5 5 6 "Bahrain" "BHR" 2007 1053.58 23996.68 48.96 16.779575 5 5 6 "Bahrain" "BHR" 2008 1107.29 24560.31 48.58 16.019463 5 5 6 "Bahrain" "BHR" 2009 1144.37 23151.67 43.34 15.528354 6 5 6 "Bahrain" "BHR" 2010 1180.08 23096.51 45.15 14.58593 6 5 6 "Barbados" "BRB" 1986 258.26 23841.68 22.78 2.6201675 1 1 7 "Barbados" "BRB" 1987 259.12 25289.16 22.48 1.7181144 1 1 7 "Barbados" "BRB" 1988 259.95 25676.89 24.26 1.6236217 1 1 7 "Barbados" "BRB" 1989 261.09 26853.48 25.99 1.3305885 1 1 7 "Barbados" "BRB" 1990 262.26 26074.03 25.79 1.5274024 1 1 7 "Barbados" "BRB" 1991 263.34 24656.8 27.47 1.4546083 1 1 7 "Barbados" "BRB" 1992 264.6 22055.56 16.09 1.7012504 1 1 7 "Barbados" "BRB" 1993 265.7 22586.21 21.22 1.5549384 1 1 7 "Barbados" "BRB" 1994 266.63 22975.57 22.74 1.48935 1 1 7 "Barbados" "BRB" 1995 267.67 23639.38 25.26 1.5281265 1 1 7 "Barbados" "BRB" 1996 268.81 23866.79 23.9 1.6058452 1 1 7 "Barbados" "BRB" 1997 270.06 25866.93 27.33 1.0976491 1 1 7 "Barbados" "BRB" 1998 271.29 27201.05 29.84 2.1626475 1 1 7 "Barbados" "BRB" 1999 272.5 28229.14 31.52 2.600421 1 1 7 "Barbados" "BRB" 2000 273.68 28215.13 27.89 2.0405219 1 1 7 "Barbados" "BRB" 2001 274.91 27134.02 28.49 1.687516 1 1 7 "Barbados" "BRB" 2002 276.22 26309.02 28.68 1.3214104 1 1 7 "Barbados" "BRB" 2003 277.55 26350.23 21.9 1.3150784 1 1 7 "Barbados" "BRB" 2004 278.82 28211.61 24.53 1.3120075 1 1 7 "Barbados" "BRB" 2005 280.04 28575.05 24.63 1.3033853 1 1 7 "Barbados" "BRB" 2006 281.21 28942.21 29.16 1.3417296 1 1 7 "Barbados" "BRB" 2007 282.36 29964.07 25.39 1.4329184 1 1 7 "Barbados" "BRB" 2008 283.5 30120.42 25.62 1.4175133 1 1 7 "Barbados" "BRB" 2009 284.59 28009.03 25.11 .9824309 1 1 7 "Barbados" "BRB" 2010 285.65 28112.25 24.31 1.2790653 1 1 7 "Bolivia" "BOL" 1986 6041.35 2552.21 12.02 1.410046 2 3 8 "Bolivia" "BOL" 1987 6156.37 2589.64 12.92 1.3975536 2 3 8 "Bolivia" "BOL" 1988 6283.16 2617.99 9.48 1.420381 2 3 8 "Bolivia" "BOL" 1989 6423.14 2675.73 7.7 1.4469233 2 3 8 "Bolivia" "BOL" 1990 6573.9 2724.14 8.7 1.4420685 2 3 8 "Bolivia" "BOL" 1991 6731.48 2776.31 10.77 1.409352 2 3 8 "Bolivia" "BOL" 1992 6893.45 2754.78 11.17 1.5089993 2 3 8 "Bolivia" "BOL" 1993 7054.34 2810.49 10.69 1.565256 2 3 8 "Bolivia" "BOL" 1994 7214.81 2892.92 9.08 1.5874164 2 3 8 "Bolivia" "BOL" 1995 7374.87 2953.8 9.77 1.7502714 2 4 8 "Bolivia" "BOL" 1996 7534.4 2999.65 11.18 1.8370695 2 3 8 "Bolivia" "BOL" 1997 7695.15 3049.1 14.03 1.826646 1 3 8 "Bolivia" "BOL" 1998 7858.9 3098.8 17.37 2.0582695 1 3 8 "Bolivia" "BOL" 1999 8025.56 3086.5 13.87 1.9014446 1 3 8 "Bolivia" "BOL" 2000 8195.1 3117.14 12.46 1.8009335 1 3 8 "Bolivia" "BOL" 2001 8367.45 3133.64 10.02 1.956562 1 3 8 "Bolivia" "BOL" 2002 8542.49 3128.15 11.59 2.0176022 2 3 8 "Bolivia" "BOL" 2003 8719.06 3170.79 9.76 1.7967367 3 3 8 "Bolivia" "BOL" 2004 8895.97 3258.03 8.21 2.516692 3 3 8 "Bolivia" "BOL" 2005 9072.94 3312.74 10.04 2.5209675 3 3 8 "Bolivia" "BOL" 2006 9249.71 3418.85 9.06 2.4195874 3 3 8 "Bolivia" "BOL" 2007 9425.94 3498.94 9.65 2.394066 3 3 8 "Bolivia" "BOL" 2008 9601.26 3613.28 11.86 1.959998 3 3 8 "Bolivia" "BOL" 2009 9775.25 3661.08 11.94 1.716087 3 3 8 "Bolivia" "BOL" 2010 9947.42 3743.15 12.3 1.75673 3 3 8 "Brazil" "BRA" 1986 140196.28 6749.93 23.52 1.926508 2 2 9 "Brazil" "BRA" 1987 143026.55 6757.84 22.72 1.9587276 2 2 9 "Brazil" "BRA" 1988 145872.75 6543.25 21.87 1.8786248 2 3 9 "Brazil" "BRA" 1989 148658.64 6486.06 19.16 1.938527 2 2 9 "Brazil" "BRA" 1990 151170.06 6162.65 18.08 1.9825866 2 3 9 "Brazil" "BRA" 1991 153583.95 6116.77 19.53 1.9926163 2 3 9 "Brazil" "BRA" 1992 156032.06 6010.72 18.27 1.9264343 2 3 9 "Brazil" "BRA" 1993 158512.05 6121.93 18.77 1.9328543 3 4 9 "Brazil" "BRA" 1994 161017.06 6377.02 20.27 2.1697538 2 4 9 "Brazil" "BRA" 1995 163544.3 6649.07 22.51 2.20899 2 4 9 "Brazil" "BRA" 1996 166085.86 6693.85 23.28 2.4317966 2 4 9 "Brazil" "BRA" 1997 168638.73 6823.77 24.69 2.5370066 3 4 9 "Brazil" "BRA" 1998 171201.16 6714.46 24.04 2.733992 3 4 9 "Brazil" "BRA" 1999 173763.88 6627.25 21.06 2.998849 3 4 9 "Brazil" "BRA" 2000 176319.63 6834.34 22.2 3.175761 3 3 9 "Brazil" "BRA" 2001 178869.66 6818.13 21.36 3.210842 3 3 9 "Brazil" "BRA" 2002 181417.6 6854.75 18.62 3.536761 2 3 9 "Brazil" "BRA" 2003 183959.9 6816.5 18.14 3.664483 2 3 9 "Brazil" "BRA" 2004 186488.6 7118.3 19.17 3.6002815 2 3 9 "Brazil" "BRA" 2005 188993.1 7234.05 18.15 3.935042 2 2 9 "Brazil" "BRA" 2006 191469 7432.3 19.24 4.1356783 2 2 9 "Brazil" "BRA" 2007 193918.6 7789.22 21.15 4.298088 2 2 9 "Brazil" "BRA" 2008 196342.6 8085.6 23.27 4.5200906 2 2 9 "Brazil" "BRA" 2009 198739.27 7975.77 19.54 4.7047834 2 2 9 "Brazil" "BRA" 2010 201103.33 8324.7 22.54 4.923103 2 2 9 "Brunei" "BRN" 1986 224.73 52458.09 11.81 294.3072 6 5 10 "Brunei" "BRN" 1987 231.82 49964.65 11.68 236.5005 6 5 10 "Brunei" "BRN" 1988 238.88 50694.68 12.3 226.4557 6 6 10 "Brunei" "BRN" 1989 245.85 48865.71 14.35 211.1521 6 6 10 "Brunei" "BRN" 1990 252.89 46913.28 15.42 231.28885 6 5 10 "Brunei" "BRN" 1991 259.25 47100.65 16.24 241.29807 6 5 10 "Brunei" "BRN" 1992 265.76 48265.68 18.26 243.80287 7 6 10 "Brunei" "BRN" 1993 273.11 49388.67 21.14 237.46184 7 6 10 "Brunei" "BRN" 1994 280.5 48785.01 18.74 234.51353 7 6 10 "Brunei" "BRN" 1995 287.99 51094.57 18.91 223.35133 7 5 10 "Brunei" "BRN" 1996 295.57 53904.93 32.52 205.8085 7 5 10 "Brunei" "BRN" 1997 303.11 49386.16 21.46 211.0482 7 5 10 "Brunei" "BRN" 1998 310.52 44418.77 20.28 211.20277 7 5 10 "Brunei" "BRN" 1999 317.9 46212.71 15.25 234.5291 7 5 10 "Brunei" "BRN" 2000 325.3 48107.64 10.22 241.6515 7 5 10 "Brunei" "BRN" 2001 332.65 48795.74 10.51 238.74353 7 5 10 "Brunei" "BRN" 2002 339.99 50159.62 14.57 203.33954 6 5 10 "Brunei" "BRN" 2003 347.26 50683.16 11.18 206.3993 6 5 10 "Brunei" "BRN" 2004 354.31 50713.23 11.26 210.5991 6 5 10 "Brunei" "BRN" 2005 361.11 48775.91 11.54 215.44363 6 5 10 "Brunei" "BRN" 2006 367.82 50448.33 11.11 218.719 6 5 10 "Brunei" "BRN" 2007 374.58 47850.74 14.55 171.02313 6 5 10 "Brunei" "BRN" 2008 381.37 44350.66 17.45 150.99255 6 5 10 "Brunei" "BRN" 2009 388.19 43351.43 17.48 145.36961 6 5 10 "Brunei" "BRN" 2010 395.03 44543.01 16.47 147.28676 6 5 10
Comment