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Finance and Economics Discussion Series: 2010-09 Screen Reader version

Are Spectral Estimators Useful for Implementing Long-Run Restrictions in SVARs?

Elmar Mertens
Federal Reserve Board
July 2009

Figure 1
Population
Technology Share
CEV-AMCEV-NWSimulated
Technology Share
CEV-AMCEV-NW
99.306212.20453.756799.3062-53.2187-62.2021
98.62218.46679.76798.622-54.145-63.1873
97.281424.664315.415397.2814-54.9507-64.2894
95.976727.583417.769195.9767-55.4014-65.0071
94.706629.163118.785694.7066-55.6721-65.585
93.469730.069519.136893.4697-55.8177-66.0318
92.264730.592619.115192.2647-55.8266-66.4242
91.090330.878718.867891.0903-55.8353-66.7054
89.945531.009518.476989.9455-55.7577-67.0215
88.829131.034217.991788.8291-55.8015-67.144
87.740130.984117.443387.7401-55.7445-67.3357
82.672330.155614.289482.6723-55.3189-68.1235
78.157928.964811.021778.1579-54.8249-68.7171
74.111127.71057.903274.1111-54.3269-69.2066
70.462726.48474.995870.4627-53.8637-69.5896
67.454425.42582.549867.4544-53.3708-69.9402
67.454125.42572.549567.4541-53.3707-69.9402
67.156625.3192.305667.1566-53.3418-69.9615
64.146924.2228-0.178864.1469-52.9545-70.2283
61.395423.1968-2.474161.3954-52.5572-70.4857
54.395720.5047-8.395554.3957-51.5923-71.0833
50.553218.9856-11.687150.5532-50.9192-71.4503
47.217917.6465-14.564747.2179-50.4457-71.7042
44.295316.4586-17.100444.2953-50.002-71.9375
41.713515.3984-19.351141.7135-49.6018-72.1436
39.416114.4465-21.36239.4161-49.2414-72.3257
37.358513.5875-23.169437.3585-48.9159-72.4875
35.505112.8084-24.802535.5051-48.6208-72.6322
33.826912.0986-26.285333.8269-48.352-72.7623
32.300211.4493-27.637832.3002-48.1125-72.8828
Return to Figure 1
Figure 2
lags KD(1,1)
95%
D(1,1)
67.50%
D(1,1)
33.30%
D(1,2)
95%
D(1,2)
67.50%
D(1,2)
33.30%
D(2,1)
95%
D(2,1)
67.50%
D(2,1)
33.30%
D(2,2)
95%
D(2,2)
67.50%
D(2,2)
33.30%
0111000000111
10.99570.9961.0096-0.00130.01310.01460.00150.0014-0.00341.00050.99530.9948
21.01211.01231.0261-0.00360.02480.0282-0.0043-0.0044-0.00931.00130.99120.99
31.02791.0281.042-0.00630.03580.0409-0.0099-0.0099-0.01491.00230.98730.9855
41.04341.04321.0574-0.00950.0460.0528-0.0154-0.0153-0.02041.00340.98370.9813
51.05841.05791.0722-0.0130.05550.064-0.0207-0.0205-0.02561.00460.98030.9773
61.0731.07211.0866-0.01680.06430.0744-0.0259-0.0256-0.03071.0060.97720.9736
71.08721.08581.1005-0.0210.07240.0841-0.0309-0.0305-0.03571.00750.97430.9701
81.1011.09911.1139-0.02550.080.0932-0.0359-0.0352-0.04041.0090.97160.9669
91.11441.1121.1269-0.03030.0870.1017-0.0406-0.0398-0.04511.01070.96910.9639
101.12751.12441.1395-0.03530.09340.1095-0.0453-0.0442-0.04951.01250.96680.9611
111.14031.13651.1516-0.04060.09930.1168-0.0498-0.0485-0.05381.01440.96480.9585
121.15271.14821.1634-0.04610.10460.1236-0.0542-0.0526-0.0581.01640.96280.9561
131.16471.15951.1748-0.05180.10950.1298-0.0585-0.0566-0.0621.01840.96110.9539
141.17651.17041.1858-0.05780.1140.1355-0.0627-0.0605-0.0661.02050.95950.9519
151.1881.1811.1964-0.06390.1180.1408-0.0667-0.0643-0.06971.02270.95810.95
161.19921.19131.2068-0.07020.12160.1456-0.0707-0.0679-0.07341.02490.95680.9483
171.211.20131.2168-0.07660.12480.15-0.0746-0.0715-0.0771.02720.95570.9468
181.22071.21091.2264-0.08330.12760.154-0.0783-0.0749-0.08041.02960.95470.9453
191.2311.22031.2358-0.090.13010.1576-0.082-0.0782-0.08371.0320.95380.9441
201.24111.22941.2449-0.09690.13220.1608-0.0856-0.0814-0.08691.03440.95310.9429
211.2511.23821.2537-0.10390.1340.1637-0.0891-0.0846-0.09011.03690.95240.9419
221.26061.24671.2622-0.1110.13560.1662-0.0925-0.0876-0.09311.03940.95190.941
231.26991.2551.2705-0.11820.13680.1685-0.0958-0.0905-0.0961.0420.95140.9402
241.27911.2631.2785-0.12540.13770.1704-0.0991-0.0934-0.09891.04450.95110.9395
251.2881.27081.2863-0.13280.13840.172-0.1023-0.0961-0.10161.04710.95090.9389
261.29671.27841.2939-0.14020.13890.1734-0.1053-0.0988-0.10431.04980.95070.9384
271.30521.28571.3012-0.14770.13910.1745-0.1084-0.1014-0.10691.05240.95060.938
281.31361.29291.3083-0.15520.13910.1754-0.1113-0.104-0.10941.05510.95060.9377
291.32171.29981.3152-0.16280.13890.1761-0.1142-0.1064-0.11191.05780.95070.9375
301.32961.30651.3218-0.17040.13840.1765-0.117-0.1088-0.11431.06050.95080.9373
311.33731.31311.3283-0.17810.13790.1767-0.1198-0.1111-0.11661.06320.95110.9373
321.34491.31941.3346-0.18580.13710.1768-0.1225-0.1134-0.11881.0660.95130.9372
331.35231.32561.3408-0.19350.13610.1766-0.1251-0.1156-0.1211.06870.95170.9373
341.35961.33161.3467-0.20120.13510.1763-0.1276-0.1177-0.12311.07140.95210.9374
351.36661.33751.3525-0.20890.13380.1758-0.1302-0.1198-0.12511.07420.95250.9376
361.37351.34311.3581-0.21670.13240.1752-0.1326-0.1218-0.12711.07690.9530.9378
371.38031.34871.3636-0.22440.13090.1744-0.135-0.1238-0.12911.07970.95350.9381
381.38691.3541.3689-0.23210.12930.1734-0.1374-0.1257-0.1311.08240.95410.9384
391.39341.35931.374-0.23990.12760.1724-0.1397-0.1275-0.13281.08520.95470.9388
401.39971.36441.3791-0.24760.12570.1712-0.1419-0.1294-0.13461.08790.95540.9392
411.40591.36931.3839-0.25530.12380.1699-0.1441-0.1311-0.13631.09060.95610.9397
421.4121.37411.3887-0.26290.12170.1685-0.1463-0.1328-0.1381.09330.95680.9402
431.4181.37881.3933-0.27060.11960.167-0.1484-0.1345-0.13961.09610.95750.9407
441.42381.38341.3978-0.27820.11740.1654-0.1504-0.1361-0.14121.09880.95830.9413
451.42951.38791.4022-0.28580.11510.1637-0.1525-0.1377-0.14281.10150.95910.9419
461.4351.39221.4064-0.29340.11270.1619-0.1544-0.1392-0.14431.10420.960.9425
471.44051.39641.4106-0.30090.11030.16-0.1564-0.1407-0.14581.10680.96080.9432
481.44591.40061.4146-0.30840.10780.1581-0.1583-0.1422-0.14721.10950.96170.9439
491.45111.40461.4186-0.31580.10530.1561-0.1601-0.1436-0.14861.11210.96260.9446
501.45621.40851.4224-0.32330.10270.1541-0.162-0.145-0.151.11480.96350.9453
511.46131.41231.4261-0.33060.10.1519-0.1638-0.1464-0.15131.11740.96450.9461
521.46621.41611.4298-0.33790.09740.1498-0.1655-0.1477-0.15261.120.96540.9468
531.4711.41971.4333-0.34520.09460.1475-0.1672-0.149-0.15381.12260.96640.9476
541.47581.42331.4368-0.35250.09190.1453-0.1689-0.1503-0.15511.12510.96740.9484
551.48041.42671.4402-0.35960.08910.143-0.1706-0.1515-0.15631.12770.96840.9492
561.4851.43011.4434-0.36680.08630.1406-0.1722-0.1527-0.15741.13020.96940.9501
571.48951.43341.4467-0.37380.08350.1382-0.1738-0.1539-0.15861.13270.97040.9509
581.49391.43661.4498-0.38090.08060.1358-0.1753-0.155-0.15971.13520.97140.9518
591.49821.43981.4529-0.38780.07770.1334-0.1769-0.1561-0.16081.13770.97240.9526
601.50241.44291.4558-0.39470.07480.1309-0.1784-0.1572-0.16181.14010.97340.9535
611.50651.44591.4588-0.40160.07190.1284-0.1798-0.1583-0.16291.14260.97450.9544
621.51061.44881.4616-0.40840.0690.1259-0.1813-0.1593-0.16391.1450.97550.9553
631.51461.45171.4644-0.41510.0660.1234-0.1827-0.1604-0.16491.14740.97660.9562
641.51851.45451.4671-0.42180.06310.1209-0.1841-0.1614-0.16581.14980.97760.9571
651.52231.45721.4697-0.42840.06010.1183-0.1854-0.1623-0.16681.15210.97860.958
661.52611.45991.4723-0.4350.05720.1157-0.1868-0.1633-0.16771.15440.97970.9589
671.52981.46251.4749-0.44150.05420.1132-0.1881-0.1642-0.16861.15670.98070.9598
681.53351.46511.4773-0.44790.05130.1106-0.1894-0.1651-0.16951.1590.98180.9607
691.5371.46761.4798-0.45430.04830.108-0.1907-0.166-0.17031.16130.98280.9617
701.54051.47011.4821-0.46060.04540.1054-0.1919-0.1669-0.17121.16350.98390.9626
711.5441.47251.4844-0.46690.04250.1028-0.1931-0.1677-0.1721.16570.98490.9635
721.54741.47481.4867-0.47310.03950.1002-0.1943-0.1686-0.17281.16790.9860.9644
731.55071.47711.4889-0.47920.03660.0976-0.1955-0.1694-0.17361.17010.9870.9653
741.5541.47941.4911-0.48520.03370.095-0.1967-0.1702-0.17431.17230.9880.9663
751.55721.48161.4932-0.49130.03080.0925-0.1978-0.171-0.17511.17440.98910.9672
761.56031.48371.4953-0.49720.02790.0899-0.1989-0.1717-0.17581.17650.99010.9681
771.56341.48591.4973-0.50310.0250.0873-0.2-0.1725-0.17661.17860.99110.969
781.56651.48791.4993-0.50890.02210.0847-0.2011-0.1732-0.17731.18070.99210.9699
791.56951.491.5012-0.51460.01930.0822-0.2022-0.1739-0.1781.18270.99320.9708
801.57241.49191.5032-0.52030.01640.0796-0.2032-0.1746-0.17861.18470.99420.9717
811.57531.49391.505-0.5260.01360.0771-0.2042-0.1753-0.17931.18670.99520.9726
821.57821.49581.5068-0.53150.01080.0746-0.2053-0.176-0.17991.18870.99620.9735
831.5811.49771.5086-0.5370.0080.0721-0.2063-0.1767-0.18061.19070.99720.9744
841.58371.49951.5104-0.54250.00520.0696-0.2072-0.1773-0.18121.19260.99810.9753
851.58641.50131.5121-0.54780.00250.0671-0.2082-0.178-0.18181.19450.99910.9762
861.58911.50311.5138-0.5532-0.00030.0646-0.2091-0.1786-0.18241.19641.00010.9771
871.59171.50481.5154-0.5584-0.0030.0622-0.2101-0.1792-0.1831.19821.00110.9779
881.59431.50651.5171-0.5636-0.00570.0597-0.211-0.1798-0.18361.20011.0020.9788
891.59681.50821.5186-0.5688-0.00830.0573-0.2119-0.1804-0.18411.20191.0030.9797
901.59931.50981.5202-0.5738-0.0110.0549-0.2128-0.181-0.18471.20371.00390.9805
911.60171.51141.5217-0.5788-0.01360.0525-0.2136-0.1816-0.18521.20551.00480.9814
921.60411.5131.5232-0.5838-0.01620.0501-0.2145-0.1821-0.18581.20731.00580.9822
931.60651.51451.5247-0.5887-0.01880.0478-0.2153-0.1827-0.18631.2091.00670.983
941.60881.5161.5261-0.5935-0.02140.0455-0.2161-0.1832-0.18681.21071.00760.9839
951.61111.51751.5275-0.5983-0.02390.0431-0.217-0.1837-0.18731.21241.00850.9847
961.61341.5191.5289-0.6031-0.02640.0409-0.2178-0.1842-0.18781.21411.00940.9855
971.61561.52041.5303-0.6077-0.02890.0386-0.2185-0.1848-0.18831.21581.01030.9863
981.61781.52181.5316-0.6123-0.03140.0363-0.2193-0.1853-0.18871.21741.01120.9871
991.61991.52321.5329-0.6169-0.03390.0341-0.2201-0.1857-0.18921.2191.0120.9879
1001.6221.52461.5342-0.6214-0.03630.0319-0.2208-0.1862-0.18971.22061.01290.9887
1011.62411.52591.5355-0.6258-0.03870.0297-0.2216-0.1867-0.19011.22221.01370.9895
1021.62621.52721.5367-0.6302-0.04110.0275-0.2223-0.1872-0.19051.22371.01460.9902
1031.62821.52851.5379-0.6345-0.04340.0253-0.223-0.1876-0.1911.22531.01540.991
1041.63021.52971.5391-0.6388-0.04580.0232-0.2237-0.1881-0.19141.22681.01620.9918
1051.63211.5311.5403-0.6431-0.04810.0211-0.2244-0.1885-0.19181.22831.01710.9925
1061.6341.53221.5415-0.6472-0.05030.019-0.2251-0.1889-0.19221.22981.01790.9933
1071.63591.53341.5426-0.6513-0.05260.0169-0.2258-0.1894-0.19261.23121.01870.994
1081.63781.53461.5437-0.6554-0.05480.0149-0.2264-0.1898-0.1931.23271.01950.9947
1091.63961.53571.5448-0.6594-0.05710.0128-0.2271-0.1902-0.19341.23411.02030.9954
1101.64141.53691.5459-0.6634-0.05920.0108-0.2277-0.1906-0.19381.23551.0210.9962
1111.64321.5381.5469-0.6673-0.06140.0088-0.2284-0.191-0.19421.23691.02180.9969
1121.6451.53911.548-0.6712-0.06350.0069-0.229-0.1914-0.19451.23831.02260.9976
1131.64671.54021.549-0.675-0.06570.0049-0.2296-0.1918-0.19491.23961.02330.9983
1141.64841.54121.55-0.6788-0.06780.003-0.2302-0.1921-0.19531.2411.02410.9989
1151.65011.54231.551-0.6825-0.06980.0011-0.2308-0.1925-0.19561.24231.02480.9996
1161.65171.54331.552-0.6862-0.0719-0.0008-0.2314-0.1929-0.1961.24361.02551.0003
1171.65331.54431.5529-0.6898-0.0739-0.0027-0.2319-0.1932-0.19631.24491.02621.0009
1181.65491.54531.5538-0.6933-0.0759-0.0045-0.2325-0.1936-0.19661.24621.02691.0016
1191.65651.54631.5548-0.6969-0.0779-0.0063-0.2331-0.1939-0.1971.24741.02761.0022
1201.65811.54721.5557-0.7004-0.0798-0.0081-0.2336-0.1943-0.19731.24861.02831.0029
1211.65961.54821.5566-0.7038-0.0818-0.0099-0.2342-0.1946-0.19761.24991.0291.0035
1221.66111.54911.5574-0.7072-0.0837-0.0117-0.2347-0.1949-0.19791.25111.02971.0041
1231.66261.551.5583-0.7105-0.0856-0.0134-0.2352-0.1953-0.19821.25231.03041.0048
1241.6641.55091.5591-0.7138-0.0874-0.0151-0.2357-0.1956-0.19851.25341.0311.0054
1251.66551.55181.56-0.7171-0.0893-0.0168-0.2363-0.1959-0.19881.25461.03171.006
1261.66691.55271.5608-0.7203-0.0911-0.0185-0.2368-0.1962-0.19911.25571.03231.0066
1271.66831.55351.5616-0.7235-0.0929-0.0202-0.2373-0.1965-0.19941.25691.0331.0072
1281.66971.55441.5624-0.7266-0.0946-0.0218-0.2377-0.1968-0.19971.2581.03361.0077
1291.6711.55521.5632-0.7297-0.0964-0.0234-0.2382-0.1971-0.19991.25911.03421.0083
1301.67231.5561.5639-0.7328-0.0981-0.025-0.2387-0.1974-0.20021.26011.03481.0089
1311.67371.55681.5647-0.7358-0.0998-0.0266-0.2392-0.1977-0.20051.26121.03541.0094
1321.67491.55761.5654-0.7388-0.1015-0.0282-0.2396-0.198-0.20071.26231.0361.01
1331.67621.55841.5662-0.7417-0.1032-0.0297-0.2401-0.1982-0.2011.26331.03661.0105
1341.67751.55921.5669-0.7446-0.1048-0.0312-0.2405-0.1985-0.20131.26431.03721.0111
1351.67871.55991.5676-0.7474-0.1065-0.0327-0.241-0.1988-0.20151.26541.03781.0116
1361.67991.56071.5683-0.7502-0.1081-0.0342-0.2414-0.199-0.20181.26641.03841.0122
1371.68111.56141.569-0.753-0.1097-0.0357-0.2418-0.1993-0.2021.26731.03891.0127
1381.68231.56211.5696-0.7558-0.1112-0.0371-0.2422-0.1996-0.20221.26831.03951.0132
1391.68351.56281.5703-0.7585-0.1128-0.0386-0.2426-0.1998-0.20251.26931.041.0137
1401.68461.56351.571-0.7611-0.1143-0.04-0.2431-0.2001-0.20271.27021.04061.0142
1411.68581.56421.5716-0.7638-0.1158-0.0414-0.2435-0.2003-0.20291.27121.04111.0147
1421.68691.56491.5722-0.7664-0.1173-0.0428-0.2439-0.2005-0.20321.27211.04161.0152
1431.6881.56551.5729-0.7689-0.1188-0.0441-0.2442-0.2008-0.20341.2731.04221.0157
1441.68911.56621.5735-0.7714-0.1202-0.0455-0.2446-0.201-0.20361.27391.04271.0161
1451.69011.56681.5741-0.7739-0.1217-0.0468-0.245-0.2012-0.20381.27481.04321.0166
1461.69121.56751.5747-0.7764-0.1231-0.0481-0.2454-0.2015-0.2041.27561.04371.0171
1471.69221.56811.5753-0.7788-0.1245-0.0494-0.2458-0.2017-0.20421.27651.04421.0175
1481.69321.56871.5758-0.7812-0.1258-0.0507-0.2461-0.2019-0.20441.27731.04471.018
1491.69421.56931.5764-0.7836-0.1272-0.0519-0.2465-0.2021-0.20461.27821.04521.0184
1501.69521.56991.577-0.7859-0.1285-0.0532-0.2468-0.2023-0.20481.2791.04561.0189
1511.69621.57051.5775-0.7882-0.1299-0.0544-0.2472-0.2025-0.2051.27981.04611.0193
1521.69721.57111.5781-0.7905-0.1312-0.0556-0.2475-0.2028-0.20521.28061.04661.0198
1531.69811.57171.5786-0.7927-0.1325-0.0568-0.2478-0.203-0.20541.28141.0471.0202
1541.69911.57221.5791-0.7949-0.1337-0.058-0.2482-0.2032-0.20561.28221.04751.0206
1551.71.57281.5796-0.7971-0.135-0.0592-0.2485-0.2033-0.20581.2831.04791.021
1561.70091.57331.5802-0.7992-0.1362-0.0603-0.2488-0.2035-0.2061.28371.04841.0214
1571.70181.57391.5807-0.8013-0.1375-0.0615-0.2492-0.2037-0.20611.28451.04881.0218
1581.70271.57441.5812-0.8034-0.1387-0.0626-0.2495-0.2039-0.20631.28521.04921.0222
1591.70351.57491.5816-0.8055-0.1399-0.0637-0.2498-0.2041-0.20651.2861.04971.0226
1601.70441.57541.5821-0.8075-0.141-0.0648-0.2501-0.2043-0.20671.28671.05011.023
1611.70531.57591.5826-0.8095-0.1422-0.0659-0.2504-0.2045-0.20681.28741.05051.0234
1621.70611.57641.5831-0.8115-0.1433-0.0669-0.2507-0.2046-0.2071.28811.05091.0238
1631.70691.57691.5835-0.8134-0.1445-0.068-0.251-0.2048-0.20721.28881.05131.0241
1641.70771.57741.584-0.8153-0.1456-0.069-0.2513-0.205-0.20731.28951.05171.0245
1651.70851.57791.5844-0.8172-0.1467-0.07-0.2515-0.2052-0.20751.29011.05211.0249
1661.70931.57841.5849-0.8191-0.1478-0.071-0.2518-0.2053-0.20761.29081.05251.0252
1671.71011.57881.5853-0.8209-0.1488-0.072-0.2521-0.2055-0.20781.29141.05281.0256
1681.71081.57931.5857-0.8227-0.1499-0.073-0.2524-0.2057-0.20791.29211.05321.0259
1691.71161.57971.5861-0.8245-0.1509-0.074-0.2526-0.2058-0.20811.29271.05361.0263
1701.71231.58021.5866-0.8263-0.152-0.0749-0.2529-0.206-0.20821.29341.05391.0266
1711.71311.58061.587-0.828-0.153-0.0759-0.2532-0.2061-0.20841.2941.05431.0269
1721.71381.5811.5874-0.8298-0.154-0.0768-0.2534-0.2063-0.20851.29461.05471.0273
1731.71451.58151.5878-0.8315-0.155-0.0777-0.2537-0.2064-0.20871.29521.0551.0276
1741.71521.58191.5882-0.8331-0.1559-0.0786-0.2539-0.2066-0.20881.29581.05541.0279
1751.71591.58231.5885-0.8348-0.1569-0.0795-0.2542-0.2067-0.20891.29641.05571.0282
1761.71661.58271.5889-0.8364-0.1578-0.0804-0.2544-0.2069-0.20911.29691.0561.0285
1771.71731.58311.5893-0.838-0.1588-0.0813-0.2546-0.207-0.20921.29751.05641.0289
1781.71791.58351.5897-0.8396-0.1597-0.0821-0.2549-0.2072-0.20931.29811.05671.0292
1791.71861.58391.59-0.8411-0.1606-0.083-0.2551-0.2073-0.20951.29861.0571.0295
1801.71921.58431.5904-0.8427-0.1615-0.0838-0.2553-0.2074-0.20961.29921.05731.0298
1811.71981.58461.5907-0.8442-0.1624-0.0846-0.2556-0.2076-0.20971.29971.05761.03
1821.72051.5851.5911-0.8457-0.1633-0.0854-0.2558-0.2077-0.20981.30021.0581.0303
1831.72111.58541.5914-0.8472-0.1641-0.0862-0.256-0.2078-0.211.30081.05831.0306
1841.72171.58571.5918-0.8486-0.165-0.087-0.2562-0.2079-0.21011.30131.05861.0309
1851.72231.58611.5921-0.8501-0.1658-0.0878-0.2564-0.2081-0.21021.30181.05891.0312
1861.72291.58641.5924-0.8515-0.1666-0.0886-0.2566-0.2082-0.21031.30231.05921.0314
1871.72351.58681.5927-0.8529-0.1674-0.0893-0.2568-0.2083-0.21041.30281.05941.0317
1881.7241.58711.5931-0.8542-0.1682-0.0901-0.257-0.2084-0.21051.30331.05971.032
1891.72461.58751.5934-0.8556-0.169-0.0908-0.2572-0.2086-0.21071.30381.061.0322
1901.72521.58781.5937-0.8569-0.1698-0.0915-0.2574-0.2087-0.21081.30421.06031.0325
1911.72571.58811.594-0.8583-0.1706-0.0923-0.2576-0.2088-0.21091.30471.06061.0328
1921.72631.58841.5943-0.8596-0.1714-0.093-0.2578-0.2089-0.2111.30521.06081.033
1931.72681.58881.5946-0.8608-0.1721-0.0937-0.258-0.209-0.21111.30561.06111.0333
1941.72731.58911.5949-0.8621-0.1728-0.0944-0.2582-0.2091-0.21121.30611.06141.0335
1951.72781.58941.5952-0.8633-0.1736-0.095-0.2584-0.2092-0.21131.30651.06161.0337
1961.72831.58971.5954-0.8646-0.1743-0.0957-0.2586-0.2094-0.21141.30691.06191.034
1971.72891.591.5957-0.8658-0.175-0.0964-0.2588-0.2095-0.21151.30741.06211.0342
1981.72941.59031.596-0.867-0.1757-0.097-0.2589-0.2096-0.21161.30781.06241.0344
1991.72981.59061.5963-0.8682-0.1764-0.0977-0.2591-0.2097-0.21171.30821.06261.0347
2001.73031.59091.5965-0.8693-0.1771-0.0983-0.2593-0.2098-0.21181.30861.06291.0349
2011.73081.59111.5968-0.8705-0.1777-0.0989-0.2594-0.2099-0.21191.3091.06311.0351
2021.73131.59141.5971-0.8716-0.1784-0.0995-0.2596-0.21-0.2121.30941.06331.0353
2031.73171.59171.5973-0.8727-0.1791-0.1001-0.2598-0.2101-0.21211.30981.06361.0356
2041.73221.5921.5976-0.8738-0.1797-0.1007-0.2599-0.2102-0.21211.31021.06381.0358
2051.73261.59221.5978-0.8749-0.1803-0.1013-0.2601-0.2103-0.21221.31061.0641.036
2061.73311.59251.5981-0.876-0.181-0.1019-0.2603-0.2103-0.21231.3111.06421.0362
2071.73351.59281.5983-0.877-0.1816-0.1025-0.2604-0.2104-0.21241.31141.06451.0364
2081.7341.5931.5985-0.8781-0.1822-0.1031-0.2606-0.2105-0.21251.31171.06471.0366
2091.73441.59331.5988-0.8791-0.1828-0.1036-0.2607-0.2106-0.21261.31211.06491.0368
2101.73481.59351.599-0.8801-0.1834-0.1042-0.2609-0.2107-0.21271.31251.06511.037
2111.73521.59381.5992-0.8811-0.184-0.1047-0.261-0.2108-0.21271.31281.06531.0372
2121.73561.5941.5995-0.8821-0.1845-0.1053-0.2612-0.2109-0.21281.31321.06551.0374
2131.7361.59421.5997-0.883-0.1851-0.1058-0.2613-0.211-0.21291.31351.06571.0376
2141.73641.59451.5999-0.884-0.1857-0.1063-0.2614-0.211-0.2131.31381.06591.0377
2151.73681.59471.6001-0.8849-0.1862-0.1068-0.2616-0.2111-0.21311.31421.06611.0379
2161.73721.59491.6003-0.8859-0.1868-0.1073-0.2617-0.2112-0.21311.31451.06631.0381
2171.73761.59511.6005-0.8868-0.1873-0.1078-0.2619-0.2113-0.21321.31481.06651.0383
2181.7381.59541.6007-0.8877-0.1878-0.1083-0.262-0.2114-0.21331.31511.06671.0385
2191.73831.59561.6009-0.8886-0.1884-0.1088-0.2621-0.2114-0.21331.31551.06691.0386
2201.73871.59581.6011-0.8895-0.1889-0.1093-0.2622-0.2115-0.21341.31581.06711.0388
2211.7391.5961.6013-0.8903-0.1894-0.1098-0.2624-0.2116-0.21351.31611.06721.039
2221.73941.59621.6015-0.8912-0.1899-0.1102-0.2625-0.2117-0.21361.31641.06741.0391
2231.73981.59641.6017-0.892-0.1904-0.1107-0.2626-0.2117-0.21361.31671.06761.0393
2241.74011.59661.6019-0.8929-0.1909-0.1111-0.2627-0.2118-0.21371.3171.06781.0395
2251.74041.59681.6021-0.8937-0.1913-0.1116-0.2629-0.2119-0.21381.31731.06791.0396
2261.74081.5971.6023-0.8945-0.1918-0.112-0.263-0.212-0.21381.31761.06811.0398
2271.74111.59721.6025-0.8953-0.1923-0.1125-0.2631-0.212-0.21391.31781.06831.0399
2281.74141.59741.6026-0.8961-0.1928-0.1129-0.2632-0.2121-0.2141.31811.06841.0401
2291.74171.59761.6028-0.8968-0.1932-0.1133-0.2633-0.2122-0.2141.31841.06861.0402
2301.74211.59781.603-0.8976-0.1937-0.1137-0.2634-0.2122-0.21411.31871.06881.0404
2311.74241.5981.6032-0.8984-0.1941-0.1141-0.2636-0.2123-0.21411.31891.06891.0405
2321.74271.59821.6033-0.8991-0.1945-0.1146-0.2637-0.2124-0.21421.31921.06911.0407
2331.7431.59831.6035-0.8998-0.195-0.115-0.2638-0.2124-0.21431.31951.06921.0408
2341.74331.59851.6037-0.9006-0.1954-0.1153-0.2639-0.2125-0.21431.31971.06941.041
2351.74361.59871.6038-0.9013-0.1958-0.1157-0.264-0.2125-0.21441.321.06951.0411
2361.74391.59891.604-0.902-0.1962-0.1161-0.2641-0.2126-0.21441.32021.06971.0412
2371.74421.5991.6041-0.9027-0.1966-0.1165-0.2642-0.2127-0.21451.32051.06981.0414
2381.74441.59921.6043-0.9033-0.197-0.1169-0.2643-0.2127-0.21451.32071.06991.0415
2391.74471.59941.6045-0.904-0.1974-0.1172-0.2644-0.2128-0.21461.32091.07011.0416
2401.7451.59951.6046-0.9047-0.1978-0.1176-0.2645-0.2128-0.21461.32121.07021.0418
2411.74531.59971.6048-0.9053-0.1982-0.118-0.2646-0.2129-0.21471.32141.07041.0419
2421.74551.59981.6049-0.906-0.1986-0.1183-0.2647-0.213-0.21481.32161.07051.042
2431.74581.61.605-0.9066-0.1989-0.1187-0.2648-0.213-0.21481.32191.07061.0421
2441.7461.60011.6052-0.9072-0.1993-0.119-0.2649-0.2131-0.21491.32211.07081.0422
2451.74631.60031.6053-0.9079-0.1997-0.1193-0.265-0.2131-0.21491.32231.07091.0424
2461.74661.60041.6055-0.9085-0.2-0.1197-0.265-0.2132-0.2151.32251.0711.0425
2471.74681.60061.6056-0.9091-0.2004-0.12-0.2651-0.2132-0.2151.32271.07111.0426
2481.7471.60071.6057-0.9097-0.2007-0.1203-0.2652-0.2133-0.2151.32291.07131.0427
2491.74731.60091.6059-0.9102-0.2011-0.1207-0.2653-0.2133-0.21511.32321.07141.0428
2501.74751.6011.606-0.9108-0.2014-0.121-0.2654-0.2134-0.21511.32341.07151.0429
2511.74781.60121.6061-0.9114-0.2018-0.1213-0.2655-0.2134-0.21521.32361.07161.0431
2521.7481.60131.6063-0.9119-0.2021-0.1216-0.2656-0.2135-0.21521.32381.07171.0432
2531.74821.60141.6064-0.9125-0.2024-0.1219-0.2656-0.2135-0.21531.3241.07191.0433
2541.74841.60161.6065-0.913-0.2027-0.1222-0.2657-0.2136-0.21531.32411.0721.0434
2551.74871.60171.6066-0.9136-0.203-0.1225-0.2658-0.2136-0.21541.32431.07211.0435
2561.74891.60181.6068-0.9141-0.2034-0.1228-0.2659-0.2137-0.21541.32451.07221.0436
2571.74911.60191.6069-0.9146-0.2037-0.1231-0.2659-0.2137-0.21551.32471.07231.0437
2581.74931.60211.607-0.9151-0.204-0.1233-0.266-0.2137-0.21551.32491.07241.0438
2591.74951.60221.6071-0.9157-0.2043-0.1236-0.2661-0.2138-0.21551.32511.07251.0439
2601.74971.60231.6072-0.9162-0.2046-0.1239-0.2662-0.2138-0.21561.32531.07261.044
2611.74991.60241.6073-0.9167-0.2048-0.1242-0.2662-0.2139-0.21561.32541.07271.0441
2621.75011.60261.6074-0.9171-0.2051-0.1244-0.2663-0.2139-0.21571.32561.07281.0442
2631.75031.60271.6075-0.9176-0.2054-0.1247-0.2664-0.214-0.21571.32581.07291.0443
2641.75051.60281.6077-0.9181-0.2057-0.1249-0.2665-0.214-0.21571.32591.0731.0444
2651.75071.60291.6078-0.9186-0.206-0.1252-0.2665-0.214-0.21581.32611.07311.0444
2661.75091.6031.6079-0.919-0.2062-0.1255-0.2666-0.2141-0.21581.32631.07321.0445
2671.75111.60311.608-0.9195-0.2065-0.1257-0.2667-0.2141-0.21581.32641.07331.0446
2681.75131.60321.6081-0.9199-0.2068-0.1259-0.2667-0.2142-0.21591.32661.07341.0447
2691.75151.60331.6082-0.9204-0.207-0.1262-0.2668-0.2142-0.21591.32671.07351.0448
2701.75161.60341.6083-0.9208-0.2073-0.1264-0.2669-0.2142-0.21591.32691.07361.0449
2711.75181.60351.6084-0.9212-0.2075-0.1267-0.2669-0.2143-0.2161.32711.07371.045
2721.7521.60371.6085-0.9216-0.2078-0.1269-0.267-0.2143-0.2161.32721.07381.0451
2731.75221.60381.6086-0.9221-0.208-0.1271-0.267-0.2143-0.2161.32731.07391.0451
2741.75231.60391.6086-0.9225-0.2083-0.1273-0.2671-0.2144-0.21611.32751.07391.0452
2751.75251.6041.6087-0.9229-0.2085-0.1276-0.2672-0.2144-0.21611.32761.0741.0453
2761.75271.6041.6088-0.9233-0.2087-0.1278-0.2672-0.2144-0.21611.32781.07411.0454
2771.75281.60411.6089-0.9237-0.209-0.128-0.2673-0.2145-0.21621.32791.07421.0454
2781.7531.60421.609-0.9241-0.2092-0.1282-0.2673-0.2145-0.21621.32811.07431.0455
2791.75321.60431.6091-0.9244-0.2094-0.1284-0.2674-0.2145-0.21621.32821.07431.0456
2801.75331.60441.6092-0.9248-0.2096-0.1286-0.2674-0.2146-0.21631.32831.07441.0457
2811.75351.60451.6093-0.9252-0.2099-0.1288-0.2675-0.2146-0.21631.32851.07451.0457
2821.75361.60461.6093-0.9256-0.2101-0.129-0.2675-0.2146-0.21631.32861.07461.0458
2831.75381.60471.6094-0.9259-0.2103-0.1292-0.2676-0.2147-0.21641.32871.07471.0459
2841.75391.60481.6095-0.9263-0.2105-0.1294-0.2677-0.2147-0.21641.32881.07471.046
2851.75411.60491.6096-0.9266-0.2107-0.1296-0.2677-0.2147-0.21641.3291.07481.046
2861.75421.60491.6097-0.927-0.2109-0.1298-0.2678-0.2148-0.21641.32911.07491.0461
2871.75431.6051.6097-0.9273-0.2111-0.13-0.2678-0.2148-0.21651.32921.0751.0462
2881.75451.60511.6098-0.9277-0.2113-0.1302-0.2679-0.2148-0.21651.32931.0751.0462
2891.75461.60521.6099-0.928-0.2115-0.1304-0.2679-0.2149-0.21651.32951.07511.0463
2901.75481.60531.61-0.9283-0.2117-0.1306-0.268-0.2149-0.21661.32961.07521.0463
2911.75491.60541.61-0.9286-0.2119-0.1307-0.268-0.2149-0.21661.32971.07521.0464
2921.7551.60541.6101-0.929-0.2121-0.1309-0.268-0.2149-0.21661.32981.07531.0465
2931.75521.60551.6102-0.9293-0.2123-0.1311-0.2681-0.215-0.21661.32991.07541.0465
2941.75531.60561.6103-0.9296-0.2124-0.1312-0.2681-0.215-0.21671.331.07541.0466
2951.75541.60571.6103-0.9299-0.2126-0.1314-0.2682-0.215-0.21671.33011.07551.0467
2961.75551.60571.6104-0.9302-0.2128-0.1316-0.2682-0.215-0.21671.33021.07561.0467
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2991.75591.60591.6106-0.9311-0.2133-0.1321-0.2684-0.2151-0.21681.33051.07571.0469
3001.7561.6061.6107-0.9314-0.2135-0.1322-0.2684-0.2151-0.21681.33061.07581.0469
3011.75611.60611.6107-0.9316-0.2137-0.1324-0.2684-0.2152-0.21681.33071.07591.047
3021.75621.60611.6108-0.9319-0.2138-0.1325-0.2685-0.2152-0.21681.33081.07591.047
3031.75641.60621.6108-0.9322-0.214-0.1327-0.2685-0.2152-0.21691.33091.0761.0471
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4611.76341.61041.6147-0.9494-0.2241-0.1421-0.271-0.2167-0.21821.3371.07961.0504
4621.76341.61041.6147-0.9494-0.2241-0.1421-0.271-0.2167-0.21821.3371.07961.0504
4631.76351.61041.6147-0.9494-0.2241-0.1421-0.271-0.2167-0.21821.33711.07961.0505
4641.76351.61041.6148-0.9494-0.2241-0.1421-0.271-0.2167-0.21821.33711.07961.0505
4651.76351.61041.6148-0.9495-0.2241-0.1421-0.2711-0.2167-0.21831.33711.07961.0505
4661.76351.61041.6148-0.9495-0.2242-0.1422-0.2711-0.2167-0.21831.33711.07961.0505
4671.76351.61041.6148-0.9495-0.2242-0.1422-0.2711-0.2167-0.21831.33711.07961.0505
4681.76351.61041.6148-0.9495-0.2242-0.1422-0.2711-0.2167-0.21831.33711.07961.0505
4691.76351.61041.6148-0.9496-0.2242-0.1422-0.2711-0.2167-0.21831.33711.07961.0505
4701.76351.61041.6148-0.9496-0.2242-0.1422-0.2711-0.2167-0.21831.33711.07961.0505
4711.76351.61041.6148-0.9496-0.2242-0.1422-0.2711-0.2167-0.21831.33711.07961.0505
4721.76361.61051.6148-0.9496-0.2243-0.1422-0.2711-0.2167-0.21831.33711.07961.0505
4731.76361.61051.6148-0.9497-0.2243-0.1423-0.2711-0.2167-0.21831.33721.07961.0505
4741.76361.61051.6148-0.9497-0.2243-0.1423-0.2711-0.2167-0.21831.33721.07961.0505
4751.76361.61051.6148-0.9497-0.2243-0.1423-0.2711-0.2167-0.21831.33721.07961.0505
4761.76361.61051.6148-0.9497-0.2243-0.1423-0.2711-0.2167-0.21831.33721.07961.0505
4771.76361.61051.6148-0.9498-0.2243-0.1423-0.2711-0.2167-0.21831.33721.07961.0505
4781.76361.61051.6148-0.9498-0.2243-0.1423-0.2711-0.2167-0.21831.33721.07961.0505
4791.76361.61051.6148-0.9498-0.2244-0.1423-0.2711-0.2167-0.21831.33721.07961.0505
4801.76361.61051.6148-0.9498-0.2244-0.1423-0.2711-0.2167-0.21831.33721.07971.0505
4811.76361.61051.6148-0.9499-0.2244-0.1424-0.2711-0.2167-0.21831.33721.07971.0505
4821.76371.61051.6149-0.9499-0.2244-0.1424-0.2711-0.2167-0.21831.33721.07971.0505
4831.76371.61051.6149-0.9499-0.2244-0.1424-0.2711-0.2167-0.21831.33721.07971.0505
4841.76371.61051.6149-0.9499-0.2244-0.1424-0.2711-0.2167-0.21831.33721.07971.0506
4851.76371.61051.6149-0.9499-0.2244-0.1424-0.2711-0.2167-0.21831.33721.07971.0506
4861.76371.61051.6149-0.95-0.2244-0.1424-0.2711-0.2168-0.21831.33731.07971.0506
4871.76371.61051.6149-0.95-0.2245-0.1424-0.2711-0.2168-0.21831.33731.07971.0506
4881.76371.61051.6149-0.95-0.2245-0.1424-0.2711-0.2168-0.21831.33731.07971.0506
4891.76371.61051.6149-0.95-0.2245-0.1425-0.2711-0.2168-0.21831.33731.07971.0506
4901.76371.61061.6149-0.95-0.2245-0.1425-0.2711-0.2168-0.21831.33731.07971.0506
4911.76371.61061.6149-0.9501-0.2245-0.1425-0.2711-0.2168-0.21831.33731.07971.0506
4921.76371.61061.6149-0.9501-0.2245-0.1425-0.2711-0.2168-0.21831.33731.07971.0506
4931.76371.61061.6149-0.9501-0.2245-0.1425-0.2711-0.2168-0.21831.33731.07971.0506
4941.76381.61061.6149-0.9501-0.2245-0.1425-0.2711-0.2168-0.21831.33731.07971.0506
4951.76381.61061.6149-0.9501-0.2245-0.1425-0.2712-0.2168-0.21831.33731.07971.0506
4961.76381.61061.6149-0.9502-0.2246-0.1425-0.2712-0.2168-0.21831.33731.07971.0506
4971.76381.61061.6149-0.9502-0.2246-0.1425-0.2712-0.2168-0.21831.33731.07971.0506
4981.76381.61061.6149-0.9502-0.2246-0.1425-0.2712-0.2168-0.21831.33731.07971.0506
4991.76381.61061.6149-0.9502-0.2246-0.1426-0.2712-0.2168-0.21831.33731.07971.0506
5001.76381.61061.6149-0.9502-0.2246-0.1426-0.2712-0.2168-0.21831.33731.07971.0506
5011.76381.61061.6149-0.9502-0.2246-0.1426-0.2712-0.2168-0.21831.33741.07971.0506
5021.76381.61061.6149-0.9503-0.2246-0.1426-0.2712-0.2168-0.21831.33741.07971.0506
5031.76381.61061.6149-0.9503-0.2246-0.1426-0.2712-0.2168-0.21831.33741.07971.0506
5041.76381.61061.6149-0.9503-0.2246-0.1426-0.2712-0.2168-0.21831.33741.07971.0506
5051.76381.61061.6149-0.9503-0.2246-0.1426-0.2712-0.2168-0.21831.33741.07981.0506
5061.76381.61061.615-0.9503-0.2247-0.1426-0.2712-0.2168-0.21831.33741.07981.0506
5071.76381.61061.615-0.9503-0.2247-0.1426-0.2712-0.2168-0.21831.33741.07981.0506
5081.76391.61061.615-0.9504-0.2247-0.1426-0.2712-0.2168-0.21831.33741.07981.0506
5091.76391.61061.615-0.9504-0.2247-0.1426-0.2712-0.2168-0.21831.33741.07981.0506
5101.76391.61061.615-0.9504-0.2247-0.1426-0.2712-0.2168-0.21831.33741.07981.0506
5111.76391.61061.615-0.9504-0.2247-0.1427-0.2712-0.2168-0.21831.33741.07981.0506
5121.76391.61061.615-0.9504-0.2247-0.1427-0.2712-0.2168-0.21831.33741.07981.0506
5131.76391.61061.615-0.9504-0.2247-0.1427-0.2712-0.2168-0.21831.33741.07981.0507
5141.76391.61061.615-0.9504-0.2247-0.1427-0.2712-0.2168-0.21831.33741.07981.0507
5151.76391.61071.615-0.9505-0.2247-0.1427-0.2712-0.2168-0.21831.33741.07981.0507
5161.76391.61071.615-0.9505-0.2247-0.1427-0.2712-0.2168-0.21831.33741.07981.0507
5171.76391.61071.615-0.9505-0.2247-0.1427-0.2712-0.2168-0.21831.33741.07981.0507
5181.76391.61071.615-0.9505-0.2248-0.1427-0.2712-0.2168-0.21831.33741.07981.0507
5191.76391.61071.615-0.9505-0.2248-0.1427-0.2712-0.2168-0.21831.33741.07981.0507
5201.76391.61071.615-0.9505-0.2248-0.1427-0.2712-0.2168-0.21831.33751.07981.0507
5211.76391.61071.615-0.9505-0.2248-0.1427-0.2712-0.2168-0.21831.33751.07981.0507
5221.76391.61071.615-0.9505-0.2248-0.1427-0.2712-0.2168-0.21831.33751.07981.0507
5231.76391.61071.615-0.9506-0.2248-0.1427-0.2712-0.2168-0.21831.33751.07981.0507
5241.76391.61071.615-0.9506-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5251.76391.61071.615-0.9506-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5261.7641.61071.615-0.9506-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5271.7641.61071.615-0.9506-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5281.7641.61071.615-0.9506-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5291.7641.61071.615-0.9506-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5301.7641.61071.615-0.9506-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5311.7641.61071.615-0.9507-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5321.7641.61071.615-0.9507-0.2248-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5331.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5341.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5351.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21831.33751.07981.0507
5361.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21841.33751.07981.0507
5371.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21841.33751.07981.0507
5381.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21841.33751.07981.0507
5391.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21841.33751.07981.0507
5401.7641.61071.615-0.9507-0.2249-0.1428-0.2712-0.2168-0.21841.33751.07981.0507
5411.7641.61071.615-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33751.07981.0507
5421.7641.61071.6151-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33751.07981.0507
5431.7641.61071.6151-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33751.07981.0507
5441.7641.61071.6151-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33751.07991.0507
5451.7641.61071.6151-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33751.07991.0507
5461.7641.61071.6151-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33761.07991.0507
5471.7641.61071.6151-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33761.07991.0507
5481.7641.61071.6151-0.9508-0.2249-0.1429-0.2712-0.2168-0.21841.33761.07991.0507
5491.7641.61071.6151-0.9508-0.2249-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5501.7641.61071.6151-0.9508-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5511.76411.61071.6151-0.9508-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5521.76411.61071.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5531.76411.61071.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5541.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5551.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5561.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5571.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5581.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5591.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5601.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5611.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5621.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5631.76411.61081.6151-0.9509-0.225-0.1429-0.2713-0.2168-0.21841.33761.07991.0507
5641.76411.61081.6151-0.9509-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5651.76411.61081.6151-0.9509-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5661.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5671.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5681.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5691.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5701.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5711.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5721.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5731.76411.61081.6151-0.951-0.225-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5741.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5751.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5761.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5771.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5781.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5791.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5801.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5811.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5821.76411.61081.6151-0.951-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5831.76411.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5841.76411.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5851.76411.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5861.76411.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33761.07991.0508
5871.76411.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5881.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5891.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5901.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5911.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5921.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5931.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5941.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5951.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5961.76421.61081.6151-0.9511-0.2251-0.143-0.2713-0.2168-0.21841.33771.07991.0508
5971.76421.61081.6151-0.9511-0.2251-0.1431-0.2713-0.2169-0.21841.33771.07991.0508
5981.76421.61081.6151-0.9511-0.2251-0.1431-0.2713-0.2169-0.21841.33771.07991.0508
5991.76421.61081.6151-0.9511-0.2251-0.1431-0.2713-0.2169-0.21841.33771.07991.0508
Return to Figure 2
Figure 3
Technology SharePopulation Bias (AM)
OLS
Population Bias (AM)
CEV
Population Bias (AM)
SF
Simulated Bias (AM)
OLS
Simulated Bias (AM)
CEV
Simulated Bias (AM)
SF
Simulated RSME (AM)
OLS
Simulated RSME (AM)
CEV
Simulated RSME (AM)
SF
Population Bias (NW)
OLS
Population Bias (NW)
CEV
Population Bias (NW)
SF
Simulated Bias (NW)
OLS
Simulated Bias (NW)
CEV
Simulated Bias (NW)
SF
Simulated RSME (NW)
OLS
Simulated RSME (NW)
CEV
Simulated RSME (NW)
SF
99.30624.4803-9.06211.593-4.9881-38.4289-33.808614.741647.517741.27454.4803-22.0784.778-4.9881-61.8035-40.670414.741666.2855.1098
98.6228.2918-13.54863.0081-6.972-40.6824-33.387422.632354.124844.69128.2918-28.13084.955-6.972-64.1782-41.008422.632370.27160.3604
97.281414.6291-17.43165.5173-8.3211-42.0224-32.496433.491862.512950.793514.6291-34.39425.3733-8.3211-66.4494-40.513533.491875.193868.5108
95.976719.9011-18.60987.7737-8.1509-41.8357-31.456941.340168.567156.175919.9011-37.49235.809-8.1509-67.4492-39.622941.340178.574775.3781
94.706624.525-18.66559.8849-7.2986-41.0341-30.317647.775173.659761.052724.525-39.24716.2493-7.2986-67.9121-38.592247.775181.330881.5453
93.469728.7238-18.151911.903-6.0738-39.9218-29.119653.38578.214965.561128.7238-40.30736.6916-6.0738-68.0843-37.497653.38583.735887.2308
92.264732.6275-17.311613.8578-4.5833-38.5603-27.878558.479382.407169.785932.6275-40.96177.1347-4.5833-68.0926-36.282658.479385.915692.4966
91.090336.317-16.267415.7684-2.9824-37.1664-26.633663.15186.342173.782936.317-41.35857.5783-2.9824-67.9817-35.142363.15187.920697.524
89.945539.8456-15.088217.6436-1.2834-35.7109-25.382767.521490.074577.588239.8456-41.58148.0222-1.2834-67.7972-33.993967.521489.8044102.3053
88.829143.2497-13.815419.49370.4363-34.2959-24.191471.607393.647381.211143.2497-41.68148.46630.4363-67.5203-32.976471.607391.5536106.9201
87.740146.555-12.475421.32252.2514-32.7805-22.94575.540597.083184.707246.555-41.69148.91032.2514-67.2434-31.832375.540593.2706111.3089
82.672362.1149-5.231230.251511.727-25.0279-16.773493.1676112.8292100.54162.1149-40.971811.130411.727-65.5383-26.208493.1676101.1373131.1469
78.157976.73222.400238.946321.4825-17.2294-10.7244108.6251126.8423114.405576.7322-39.631613.348721.4825-63.5999-20.7324108.6251108.2535148.4331
74.111190.81310.14847.484930.9682-9.9107-5.1282122.73139.8984127.209690.813-38.02315.564430.9682-61.5484-15.3702122.73114.8512163.959
70.4627104.526117.918155.898340.9546-2.00850.8494135.8024151.6672138.5103104.5261-36.272917.777440.9546-59.466-10.1031135.8024121.0571178.1775
67.4544116.702624.941963.427249.995.12236.2363147.2753162.1999148.385116.7026-34.613819.779849.99-57.569-5.4035147.2753126.4001190.171
67.4541116.703924.942763.42849.9915.12316.2369147.2766162.201148.3861116.7039-34.613619.7849.991-57.5688-5.403147.2766126.4007190.1723
67.1566117.955725.669964.204650.91625.8346.7693148.4364163.2587149.3806117.9557-34.438519.987750.9162-57.3708-4.9189148.4364126.9409191.3752
64.1469131.149733.383872.412960.680813.313512.3437160.4331174.196159.6213131.1497-32.549722.195160.6808-55.26380.191160.4331132.5423203.747
61.3954144.138441.049580.530270.367120.685317.7972171.9598184.6533169.3385144.1384-30.623524.400170.3671-53.15825.2333171.9598137.9026215.4327
54.3957182.050663.7146104.383998.954742.061833.5091204.3996213.7408195.9909182.0506-24.709930.996498.9547-46.81120.3037204.3996152.776247.47
50.5532206.558578.5341119.9069117.804855.913143.4678224.9221231.819212.0539206.5585-20.701935.3792117.8048-42.704829.9138224.9221161.9212266.6985
47.2179230.521893.1212135.1487136.412569.461553.2306244.6839249.0095227.0974230.5218-16.664939.7504136.4125-38.628939.3371244.6839170.5398284.6781
44.2953253.9818107.4808150.128154.793382.734962.7628263.8354265.4236241.3022253.9818-12.610144.1099154.7933-34.604748.5895263.8354178.7202301.6275
41.7135276.9718121.6196164.8577172.955395.764472.0898282.4746281.1872254.8262276.9718-8.544548.4576172.9553-30.632157.6841282.4746186.5217317.7077
39.4161299.5199135.5447179.3504190.9058108.567981.2244300.6739296.3977267.7856299.5199-4.473152.7937190.9058-26.710266.6316300.6739193.9911333.0413
37.3585321.65149.2631193.6177208.6519121.156790.1742318.4885311.1169280.2572321.65-0.399457.1181208.6519-22.837875.4414318.4885201.1663347.7243
35.5051343.3835162.7821207.6684226.2133.546698.9507335.9609325.3673292.2885343.38353.673861.4308226.2-19.013484.1215335.9609208.0782361.8336
33.8269364.7395176.1084221.5122243.5564145.7659107.5722353.1247339.1553303.9211364.73957.744565.7319243.5564-15.235592.679353.1247214.7528375.4321
32.3002385.7354189.2486235.1576260.6628157.968116.0515370.0496352.4046315.2177385.735411.811170.0214260.6628-11.4436101.1202370.0496221.109388.572
Return to Figure 3
Figure 4
Technology SharePopulation Bias (y)
OLS
CEVSFSimulated Bias (y)
OLS
Simulated Bias (y)
CEV
Simulated Bias (y)
SF
Simulated RSME (y)
OLS
Simulated RSME (y)
CEV
Simulated RSME (y)
SF
Population Bias (I)
OLS
Population Bias (I)
CEV
Population Bias (I)
SF
Simulated Bias (I)
OLS
Simulated Bias (I)
CEV
Simulated Bias (I)
SF
Simulated RSME (I)
OLS
Simulated RSME (I)
CEV
Simulated RSME (I)
SF
99.30620.50062-0.11060.50404-4.8781-6.8252-37.00511.15917.89841.4838.7084-22.0663.1625-5.9935-9.7352-29.71921.00432.88338.496
98.6221.16930.690250.96814-7.3817-9.4414-36.88116.1222.40741.60116.295-31.2846.0136-7.1715-7.6426-22.69731.9341.31537.364
97.28142.65562.48191.8161-9.7134-11.842-36.61720.927.09641.67829.451-38.67111.177-3.97892.4055-8.622445.96455.30139.938
95.97674.14874.1112.5976-10.6-12.664-36.23123.22729.2841.60241.006-40.98415.9352.15515.3345.699857.35769.47448.013
94.70665.58785.58693.339-10.89-12.875-35.74324.68730.55941.4251.638-41.36120.4859.586629.56320.20568.46284.74459.569
93.46976.96696.95654.0552-10.861-12.774-35.19625.7331.4341.17961.706-40.77824.91917.74544.68934.84279.769100.9373.065
92.26478.29268.25224.7544-10.707-12.5-34.61126.60632.09140.90371.422-39.63629.29226.49260.10949.53791.606118.1387.641
91.09039.57349.4955.4411-10.359-12.094-34.00227.26732.6440.60780.919-38.13233.64235.44175.55264.327103.61135.89102.89
89.945510.81710.6986.1197-9.926-11.598-33.37627.84233.12640.29990.286-36.37237.98344.61891.03679.165115.9154.15118.55
88.829112.03111.8726.7913-9.4142-11.024-32.7228.3933.57439.97899.582-34.42142.33553.802106.4293.952128.18172.56134.4
87.740113.2213.0227.4581-8.8735-10.41-32.07128.87934.00539.664108.85-32.31846.70463.288121.97108.85140.91191.37150.53
82.672318.91318.54210.749-5.7397-6.8819-28.72631.17736.14338.151155.62-20.22468.998112.3200.65183.58206.85287.42232.76
78.157924.37423.8414.009-2.2367-2.9775-25.2933.61838.48436.864204.16-6.291992.231163.27281.04258.56275.33385.61316.19
74.111129.72729.0117.261.39541.0674-21.8736.40641.13535.97255.089.0467116.51215.13362.61333.59344.58484.93399.92
70.462735.02834.09520.5135.26935.3355-18.38439.32343.94635.4308.5425.618141.85268.93445.15408.4416.2585.5483.77
67.454439.81238.64623.4648.79279.3575-15.15742.27146.76635.217359.1941.613165.71319.58522.71477.3483.05678.67560.75
67.454139.81338.64723.4658.79319.358-15.15642.27146.76635.217359.1941.615165.72319.59522.72477.31483.05678.68560.75
67.156640.30939.11623.7719.15679.7675-14.8342.58347.07635.221364.5743.326168.24324.89530.75484.42490.07688.37568.73
64.146945.58544.08727.03713.05614.153-11.35646.02450.5335.501423.1562.109195.67381.69616.48560.09564.97791.68653.42
61.395450.86649.01730.31117.02218.585-7.87349.65654.24336.214484.2481.92224.11439.51703.08635.85640.72895.82738.15
54.395766.79563.62640.19529.21432.0552.551761.39166.5540.567681.86147.14315.25618.73967.76863.57872.711212.4993.2
50.553277.51473.25546.83437.51841.1019.461169.65875.46744.887824.89195.15380.62744.321148.31015.31033.91427.91163.4
47.217988.32382.82553.51545.92150.18716.39478.19984.71350.036976.32246.53449.46874.071331.211671199.11645.91333.4
44.295399.22592.35260.23654.43159.33423.33486.95994.17255.791135.6301.1521.61007.91516.31318.71368.11866.21503.3
41.7135110.22101.8566.99663.04268.55730.2895.898103.7961.9811302.4358.7596.881145.61703.61470.51540.62088.31673.5
39.4161121.31111.3273.79371.7577.86137.229104.99113.5568.4851476.2419.17675.151287.11893.11622.51716.42312.21843.9
37.3585132.49120.7880.62580.5587.23944.177114.22123.4375.2181656.6482.39756.281432.32084.61774.61895.52537.62014.8
35.5051143.75130.2387.49389.43896.67451.121123.56133.4482.1191843.2548.2840.111581.22277.919272077.82764.42185.9
33.8269155.1139.6894.39598.412106.1558.062133.02143.689.1462035.7616.5926.551733.52472.72079.722632992.82357.3
32.3002166.54149.13101.33107.46115.6664.997142.57153.8796.2812233.8687.171015.51889.52668.22232.82451.23222.72529.1
Return to Figure 4
Figure A1
Technology SharePopulation Bias (y)
OLS
Population Bias (y)
CEV
Population Bias (y)
SF
Simulated Bias (y)
OLS
Simulated Bias (y)
CEV
Simulated Bias (y)
SF
Simulated RSME (y)
OLS
Simulated RSME (y)
CEV
Simulated RSME (y)
SF
Population Bias (I)
OLS
Population Bias (I)
CEV
Population Bias (I)
SF
Simulated Bias (I)
OLS
Simulated Bias (I)
CEV
Simulated Bias (I)
SF
Simulated RSME (I)
OLS
Simulated RSME (I)
CEV
Simulated RSME (I)
SF
99.3060.50062-0.190240.13844-4.8781-7.9319-35.92111.15918.0542.8378.7084-31.12-6.6592-5.9935-30.577-42.08421.00445.53452.431
98.6221.16930.67356-0.11313-7.3817-9.4586-36.89716.1221.39543.6416.295-42.183-7.746-7.1715-27.681-35.22831.9349.62549.952
97.2812.65562.4925-0.68046-9.7134-10.757-37.35620.924.79644.16729.451-52.088-8.8895-3.9789-18.102-21.15945.96455.93448.303
95.9774.14874.1159-1.2376-10.6-11.065-37.21823.22726.53244.2641.006-56.467-9.33892.155-7.1143-6.903457.35763.87451.725
94.7075.58785.5871-1.769-10.89-10.948-36.86224.68727.58744.19851.638-58.784-9.42379.58664.78417.443168.46273.73759.488
93.476.96696.959-2.2726-10.861-10.625-36.40425.7328.35444.06461.706-60.106-9.29117.74517.02521.8479.76985.56370.219
92.2658.29268.2643-2.749-10.707-10.192-35.84926.60628.9843.84471.422-60.87-9.017526.49229.65836.27791.60698.69382.788
91.099.57349.5223-3.1992-10.359-9.6679-35.30927.26729.53143.65580.919-61.291-8.647135.44142.24350.723103.61112.4696.499
89.94610.81710.745-3.6247-9.926-9.0848-34.74727.84230.03943.45690.286-61.483-8.206944.61854.81865.185115.9126.79110.93
88.82912.03111.941-4.0266-9.4142-8.4412-34.20528.3930.52443.29599.582-61.516-7.714553.80267.08579.609128.18141.32125.83
87.7413.2213.116-4.4062-8.8735-7.7781-33.61828.87930.99343.093108.85-61.432-7.181763.28879.57394.092140.91156.35141.05
82.67218.91318.765-6.009-5.7397-4.1586-30.60431.17733.33142.155155.62-60.005-4.1394112.3141.96166.46206.85233.47219.61
78.15824.37424.167-7.2045-2.2367-0.3248-27.50633.61835.89841.412204.16-57.725-0.74128163.27204.81238.56275.33311.74299.7
74.11129.72729.395-8.08161.39543.5928-24.36136.40638.77840.924255.08-55.0172.8563215.13268.22310.39344.58391.6380.19
70.46335.02834.481-8.70515.26937.5465-21.18639.32341.94640.724308.54-52.0326.5929268.93330.63381.97416.2470.85460.75
67.45439.81238.981-9.09168.792711.086-18.29442.27145.05340.807359.19-49.14410.074319.58386.92446.59483.05542.66533.69
67.45439.81338.981-9.09178.793111.087-18.29442.27145.05340.807359.19-49.14410.074319.59386.93446.59483.05542.67533.7
67.15740.30939.443-9.12339.156711.46-17.99342.58345.38340.831364.57-48.83610.44324.89392.75453.29490.07550.11541.26
64.14745.58544.291-9.372513.05615.428-14.78746.02448.98741.25423.15-45.46314.384381.69454.71524.36564.97629.32621.68
61.39550.86649.036-9.480917.02219.395-11.57249.65652.74541.977484.24-41.93418.415439.51516.58595.18640.72708.38701.96
54.39666.79562.716-9.162229.21431.319-1.830361.39164.72145.868681.86-30.50530.981618.73700.6807.24872.71944.18942.79
50.55377.51471.427-8.550337.51839.2724.638369.65872.96749.667824.89-22.24139.728744.32822.88947.021033.91101.61102.1
47.21888.32379.853-7.705445.92147.13211.10678.19981.42554.203976.32-13.49148.756874.07943.5210861199.11256.91260.9
44.29599.22588.021-6.676554.43154.97117.56986.95990.00359.3061135.6-4.268858.0591007.91063.31224.11368.11411.31419
41.714110.2295.958-5.499163.04262.79624.02495.89898.66864.8431302.45.414167.6311145.61182.21361.51540.61564.81576.5
39.416121.31103.69-4.199371.7570.6130.47104.99107.470.7081476.215.54977.4681287.11300.41498.21716.41717.51733.5
37.359132.49111.22-2.796780.5578.41736.906114.22116.1876.8251656.626.12787.5661432.31417.81634.11895.51869.51889.8
35.505143.75118.59-1.306689.43886.2243.331123.56124.9983.1351843.237.14497.9221581.21534.51769.42077.82020.62045.7
33.827155.1125.790.2589998.41294.01849.745133.02133.8389.5962035.748.591108.531733.51650.51904226321712200.9
32.3166.54132.861.8907107.46101.7956.147142.57142.796.1752233.860.465119.41889.51765.72038.12451.22320.62355.7
Return to Figure A1
Figure A2
Technology ShareA0: Population Bias
OLS
A0: Population Bias
CEV
A0: Population Bias
SF
A0: Simulated Bias
OLS
A0: Simulated Bias
CEV
A0: Simulated Bias
SF
A0: Simulated RSME
OLS
A0: Simulated RSME
CEV
A0: Simulated RSME
SF
Share: Population Bias
OLS
Share: Population Bias
CEV
Share: Population Bias
SF
Share: Simulated Bias
OLS
Share: Simulated Bias
CEV
Share: Simulated Bias
SF
Share: Simulated RSME
OLS
Share: Simulated RSME
CEV
Share: Simulated RSME
SF
99.3064.4803-65.56726.106-4.9881-73.9653.369314.74274.42232.6010.500620.1503-4.1666-4.8781-5.2617-43.60111.1598.990444.587
98.6228.2918-67.89126.319-6.972-74.5573.749322.63275.22937.7711.16931.0462-7.2447-7.3817-5.1178-48.73516.129.628650.102
97.28114.629-70.23126.82-8.3211-75.0634.60633.49276.15646.4072.65562.6689-13.055-9.7134-4.54-55.86620.910.32957.529
95.97719.901-71.3227.354-8.1509-75.1635.470941.3476.67253.6424.14874.1621-18.118-10.6-3.7696-60.60823.22710.73162.353
94.70724.525-71.87827.901-7.2986-75.1066.272447.77577.03760.0165.58785.5884-22.489-10.89-2.9225-63.99924.68711.11565.761
93.4728.724-72.16328.452-6.0738-74.9497.099853.38577.29465.7186.96696.9763-26.279-10.861-2.0032-66.52325.7311.4668.278
92.26532.627-72.28929.006-4.5833-74.7598.065258.47977.49571.0128.29268.3398-29.588-10.707-1.0496-68.47926.60611.78270.216
91.0936.317-72.31329.56-2.9824-74.5158.881563.15177.65575.8469.57349.6869-32.498-10.359-0.074593-70.0327.26712.21771.752
89.94639.846-72.2730.114-1.2834-74.2719.671467.52177.82480.39810.81711.022-35.072-9.9260.88842-71.28927.84212.76773.001
88.82943.25-72.17830.6670.43631-73.9110.1971.60777.84984.22412.03112.348-37.363-9.41421.9003-72.3428.3913.33274.036
87.7446.555-72.05231.222.2514-73.61310.9575.54177.94388.24113.2213.667-39.413-8.87352.9087-73.20828.87913.90774.896
82.67262.115-71.13133.96811.727-72.01414.76993.16878.252105.6918.91320.19-47.059-5.73978.0619-75.91331.17717.44877.597
78.15876.732-69.98436.68521.483-70.33818.457108.6378.451120.224.37426.637-51.953-2.236713.268-77.21233.61821.73978.937
74.11190.813-68.75139.36830.968-68.57622.016122.7378.607132.829.72733.031-55.2761.395418.489-77.84836.40626.42179.646
70.463104.53-67.48142.01940.955-66.90225.48135.878.807143.9935.02839.384-57.6165.269323.697-78.11939.32331.35180.011
67.454116.7-66.31644.39249.99-65.37328.536147.2878.951153.1839.81245.107-59.1638.792728.401-78.16942.27135.92180.159
67.454116.7-66.31644.39349.991-65.37328.537147.2878.951153.1839.81345.108-59.1638.793128.402-78.16942.27135.92180.159
67.157117.96-66.19544.63750.916-65.21628.85148.4478.969154.0940.30945.7-59.39.156728.891-78.16642.58336.480.167
64.147131.15-64.90647.22560.681-63.57132.133160.4379.174163.3545.58551.985-60.52213.05634.087-78.06946.02441.53180.191
61.395144.14-63.61949.78270.367-61.93935.347171.9679.386171.8950.86658.24-61.40817.02239.28-77.87149.65646.71580.124
54.396182.05-59.80257.28298.955-57.08544.665204.480.086194.3266.79576.853-62.75929.21454.808-76.90861.39162.44279.601
50.553206.56-57.30762.147117.8-54.0750.562224.9280.724207.2277.51489.151-62.9737.51865.132-76.10369.65872.98279.122
47.218230.52-54.85666.911136.41-51.09456.251244.6881.386218.988.323101.37-62.83745.92175.41-75.22278.19983.52778.591
44.295253.98-52.45271.581154.79-48.20461.747263.8482.118229.5999.225113.53-62.4654.43185.663-74.29286.95994.07478.033
41.714276.97-50.09376.16172.96-45.39167.077282.4782.912239.47110.22125.62-61.90263.04295.895-73.3395.898104.6277.464
39.416299.52-47.77980.654190.91-42.65172.253300.6783.761248.67121.31137.66-61.20471.75106.11-72.346104.99115.1576.893
37.359321.65-45.50885.067208.65-39.97277.293318.4984.662257.28132.49149.66-60.39780.55116.31-71.346114.22125.6776.326
35.505343.38-43.27989.403226.2-37.36482.199335.9685.611265.38143.75161.61-59.50189.438126.49-70.335123.56136.1975.768
33.827364.74-41.09193.666243.56-34.81686.983353.1286.603273.05155.1173.52-58.53498.412136.66-69.317133.02146.6975.223
32.3385.74-38.94197.858260.66-32.28191.654370.0587.584280.33166.54185.39-57.506107.46146.81-68.294142.57157.1874.691
Return to Figure A2
Figure A3
Technology ShareA0: Population Bias
OLS
A0: Population Bias
CEV
A0: Population Bias
SF
A0: Simulated Bias
OLS
A0: Simulated Bias
CEV
A0: Simulated Bias
SF
A0: Simulated RSME
OLS
A0: Simulated RSME
CEV
A0: Simulated RSME
SF
Share: Population Bias
OLS
Share: Population Bias
CEV
Share: Population Bias
SF
Share: Simulated Bias
OLS
Share: Simulated Bias
CEV
Share: Simulated Bias
SF
Share: Simulated RSME
OLS
Share: Simulated RSME
CEV
Share: Simulated RSME
SF
99.3064.48031.08923.8287-4.9881-3.729-5.556114.74216.38815.2040.500620.381270.62274-4.8781-5.0696-5.450111.15911.72111.808
98.6228.29182.75387.1046-6.972-5.5994-7.272422.63224.43222.9191.16931.06981.3273-7.3817-7.6154-7.92616.1216.75816.758
97.28114.6296.409612.636-8.3211-6.6492-8.283433.49235.62133.5792.65562.61882.7633-9.7134-9.9664-10.19820.921.58321.453
95.97719.90110.02517.351-8.1509-6.2068-7.91541.3443.80641.3854.14874.14114.1477-10.6-10.836-11.04523.22723.89623.736
94.70724.52513.5121.583-7.2986-5.0332-6.890447.77550.51747.7915.58785.58775.4685-10.89-11.107-11.30124.68725.32525.149
93.4728.72416.87725.505-6.0738-3.5174-5.526853.38556.33753.3586.96696.96536.7354-10.861-11.053-11.23525.7326.32326.137
92.26532.62720.14829.213-4.5833-1.789-3.896858.47961.58158.3948.29268.28747.9597-10.707-10.879-11.03226.60627.16626.95
91.0936.31723.34232.767-2.98240.070846-2.171663.15166.44663.0449.57349.5669.1509-10.359-10.521-10.67227.26727.82727.602
89.94639.84626.47336.205-1.28342.0936-0.3476967.52171.02467.39410.81710.8110.316-9.926-10.066-10.20627.84228.38628.143
88.82943.2529.55439.5530.436314.13751.467471.60775.35871.49812.03112.02811.461-9.4142-9.5428-9.667328.3928.93428.675
87.7446.55532.59142.8282.25146.23183.394775.54179.47775.42113.2213.22312.589-8.8735-8.9784-9.095528.87929.39429.133
82.67262.11547.31358.47611.72717.00913.3293.16898.07693.02318.91318.99418.074-5.7397-5.7441-5.831131.17731.61831.323
78.15876.73261.50273.36621.48328.01623.506108.63114.52108.4824.37424.58423.426-2.2367-2.1373-2.208233.61833.99233.685
74.11190.81375.32187.77630.96838.69433.357122.73129.57122.6429.72730.09528.7261.39541.60321.557836.40636.74336.422
70.463104.5388.841101.8240.95549.76643.799135.8143.48135.7335.02835.57334.0065.26935.56275.573639.32339.63439.285
67.454116.7100.87114.2949.9959.85153.16147.28155.83147.2439.81240.52638.7888.79279.19149.222342.27142.57842.221
67.454116.7100.87114.2949.99159.85353.161147.28155.83147.2439.81340.52738.7898.79319.19189.222742.27142.57842.221
67.157117.96102.1115.5750.91660.90754.142148.44157.09148.4140.30941.0439.2859.15679.57069.603742.58342.89142.532
64.147131.15115.14129.0660.68171.77264.283160.43170.01160.4545.58546.50844.57213.05613.60813.64146.02446.32945.958
61.395144.14127.96142.3170.36782.5374.354171.96182.42172.0650.86651.98349.8717.02217.71617.76149.65649.98449.613
54.396182.05165.27180.8198.955114.02103.74204.4217.49204.6766.79568.48965.86529.21430.36930.36461.39161.85461.439
50.553206.56189.29205.56117.8134.54123.07224.92239.59225.3277.51479.57576.62137.51838.94538.92169.65870.24769.809
47.218230.52212.7229.65136.41154.86142.1244.68261.01245.288.32390.73487.45345.92147.67447.678.19978.96378.494
44.295253.98235.54253.14154.79174.77160.87263.84281.6264.4199.225101.9698.36154.43156.50156.38886.95987.89987.395
41.714276.97257.84276.07172.96194.42179.42282.47301.74283.17110.22113.27109.3463.04265.42965.27695.89897.03696.49
39.416299.52279.66298.48190.91213.9197.83300.67321.3301.38121.31124.64120.3971.7574.50274.302104.99106.33105.75
37.359321.65301320.41208.65232.92215.84318.49340.4319.22132.49136.08131.5180.5583.64283.382114.22115.79115.13
35.505343.38321.91341.87226.2251.7233.72335.96359.1336.82143.75147.58142.789.43892.86692.57123.56125.36124.66
33.827364.74342.41362.91243.56270.16251.26353.12377.43353.98155.1159.15153.9498.412102.17101.82133.02135.05134.29
32.3385.74362.51383.54260.66288.5268.63370.05395.69371.09166.54170.77165.25107.46111.57111.16142.57144.86144.05
Return to Figure A3
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