Tabla DinamicaEtiquetas de filaPromedio de NemPromedio de PromedioANTOFAGASTA495.63512.79ARAUCANIA471.11521.11ARICA475.94513.07ATACAMA529.40512.41AYSEN435.99528.39BIOBIO473.31523.51COQUIMBO453.89551.54LAGOS459.98546.62MAGALLANES503.73540.14MAULE470.74519.23OHIGGINS476.57517.05RIOS453.06510.36RM460.93527.84TARAPACA459.54530.34VALPARAISO486.11517.85Total general468.69526.18

GraficosEtiquetas de filaPromedio de NemPromedio de PromedioANTOFAGASTA495.63512.79ARAUCANIA471.11521.11ARICA475.94513.07ATACAMA529.40512.41AYSEN435.99528.39BIOBIO473.31523.51COQUIMBO453.89551.54LAGOS459.98546.62MAGALLANES503.73540.14MAULE470.74519.23OHIGGINS476.57517.05RIOS453.06510.36RM460.93527.84TARAPACA459.54530.34VALPARAISO486.11517.85Total general468.69526.18

ReginMax NemMin NemMax PromMin PromCantidadPromedioNemANTOFAGASTA661.47387.3642.76394.5616512.79495.63ARAUCANIA630377607.84437.5725521.11471.11ARICA608.25371.11619.87458.976513.07475.94ATACAMA611.33481.31581.55459.845512.41529.40AYSEN507.17401.54599.46471.57528.39435.99BIOBIO654.12370.08673.22420.4742523.51473.31COQUIMBO648.34339.74729479.3824551.54453.89LAGOS632.67363.56657.75415.8634546.62459.98MAGALLANES637.34390.45672.81458.518540.14503.73MAULE659369.17694412.6434519.23470.74OHIGGINS662.76358.96651.7643825517.05476.57RIOS610.66364.64580.65438.3214510.36453.06RM672.74266.7690.29418.31181527.84460.93TARAPACA658.48362.73656.08448.2117530.34459.54VALPARAISO663.68357.89649.65367.4262517.85486.11

ReginPromedioCOQUIMBO551.54LAGOS546.62MAGALLANES540.14TARAPACA530.34AYSEN528.39RM527.84BIOBIO523.51ARAUCANIA521.11MAULE519.23VALPARAISO517.85OHIGGINS517.05ARICA513.07ANTOFAGASTA512.79ATACAMA512.41RIOS510.36

ReginNEMATACAMA529.40MAGALLANES503.73ANTOFAGASTA495.63VALPARAISO486.11OHIGGINS476.57ARICA475.94BIOBIO473.31ARAUCANIA471.11MAULE470.74RM460.93LAGOS459.98TARAPACA459.54COQUIMBO453.89RIOS453.06AYSEN435.99

RM181VALPARAISO62BIOBIO42MAULE34LAGOS34

DATOS 500nRegionNemPromedio1ANTOFAGASTA433.834572ANTOFAGASTA516.93523.473ANTOFAGASTA462.85504.084ANTOFAGASTA504.83612.995ANTOFAGASTA481.93579.636ANTOFAGASTA387.3505.137ANTOFAGASTA520.18394.568ANTOFAGASTA661.47567.759ANTOFAGASTA468.03514.7110ANTOFAGASTA410.75477.8811ANTOFAGASTA422.71461.8612ANTOFAGASTA574.22642.7613ANTOFAGASTA462.38511.0514ANTOFAGASTA486493.2315ANTOFAGASTA552.13442.3316ANTOFAGASTA584.49516.2317ARAUCANIA447.44470.3118ARAUCANIA451.75536.8119ARAUCANIA437.17508.7120ARAUCANIA403.79487.7421ARAUCANIA511.65492.0422ARAUCANIA400.48607.8423ARAUCANIA630511.1924ARAUCANIA377466.1425ARAUCANIA432.94571.8926ARAUCANIA594.24545.2927ARAUCANIA406.68519.9228ARAUCANIA437.25500.8129ARAUCANIA489.11592.8130ARAUCANIA493.5437.5731ARAUCANIA449.47571.5832ARAUCANIA536.49586.833ARAUCANIA586.52502.2834ARAUCANIA406.48459.7735ARAUCANIA550.59582.8436ARAUCANIA559.4524.6237ARAUCANIA387.83501.3938ARAUCANIA448.69542.4339ARAUCANIA442.33529.0740ARAUCANIA505.4440.0741ARAUCANIA391.45537.842ARICA601.16458.9743ARICA371.11516.4144ARICA406.04504.5445ARICA395.54619.8746ARICA473.53501.1347ARICA608.25477.4748ATACAMA553.69483.449ATACAMA490.09581.5550ATACAMA510.58459.8451ATACAMA481.31477.7452ATACAMA611.33559.553AYSEN449.45582.6654AYSEN428504.5655AYSEN414.8471.556AYSEN423.54599.4657AYSEN507.17534.3558AYSEN401.54513.5559AYSEN427.46492.6360BIOBIO399.09459.3661BIOBIO553.39494.0562BIOBIO464.33506.963BIOBIO571.22536.5664BIOBIO439.2547.8565BIOBIO393.35487.866BIOBIO529.4554.6467BIOBIO482.88479.7668BIOBIO441.93569.5769BIOBIO506.7953670BIOBIO507.98468.6571BIOBIO401.95493.4672BIOBIO625.63448.3273BIOBIO396.21549.8874BIOBIO431.1348975BIOBIO549.4449576BIOBIO435.9595.3377BIOBIO477.64451.5878BIOBIO561.39456.379BIOBIO390.23536.7380BIOBIO412.04519.3381BIOBIO427.4420.4782BIOBIO420.98473.583BIOBIO553.71536.4784BIOBIO466.84646.4885BIOBIO380.42454.2186BIOBIO374507.8587BIOBIO654.12490.1588BIOBIO370.08501.2789BIOBIO491.0751390BIOBIO409.84477.8891BIOBIO516.37549.8592BIOBIO501.17558.5993BIOBIO499.47548.1494BIOBIO512.3358495BIOBIO472.98537.9196BIOBIO530.86568.4597BIOBIO452.53527.5798BIOBIO412.28628.1699BIOBIO633.55673.22100BIOBIO445.05585.28101BIOBIO382.9528.7102COQUIMBO418.9514.47103COQUIMBO419.57552.76104COQUIMBO411.93558.13105COQUIMBO527.9492.93106COQUIMBO559.65568.6107COQUIMBO339.74525.12108COQUIMBO412479.38109COQUIMBO528.39562.09110COQUIMBO376.71486.36111COQUIMBO453.59655.19112COQUIMBO413.8557.51113COQUIMBO403.04518.68114COQUIMBO456.23508.49115COQUIMBO518.83562.07116COQUIMBO385.27557.61117COQUIMBO436.46510.78118COQUIMBO534.86482.56119COQUIMBO466729120COQUIMBO496.01665.03121COQUIMBO457.76560.5122COQUIMBO474.2559.06123COQUIMBO648.34538.64124COQUIMBO361.31493125COQUIMBO392.88598.94126LAGOS467.34571.09127LAGOS474615.54128LAGOS368.94510.85129LAGOS375.1483.26130LAGOS412.67657.75131LAGOS632.67606.23132LAGOS424.07571.69133LAGOS420.65489.8134LAGOS432.68552.76135LAGOS380.25499.44136LAGOS434.89617.77137LAGOS492.11588.9138LAGOS363.56644.36139LAGOS419.76486.21140LAGOS365.25535.04141LAGOS530.5579.79142LAGOS595.64517.87143LAGOS422.25559144LAGOS466.38447.97145LAGOS384.78550.21146LAGOS450.65513.19147LAGOS629.2613.46148LAGOS509.97519.19149LAGOS489.57550.63150LAGOS598.76534.59151LAGOS440.33655.12152LAGOS416.53538.67153LAGOS393.23490.53154LAGOS495.8526.81155LAGOS499.93567.58156LAGOS429.06490.4157LAGOS424.67415.86158LAGOS437.89538.62159LAGOS560.21544.89160MAGALLANES637.34570.46161MAGALLANES490.2497.74162MAGALLANES577.56516.3163MAGALLANES490.86458.51164MAGALLANES390.45499.3165MAGALLANES473.4523.45166MAGALLANES472.39672.81167MAGALLANES497.66582.55168MAULE531.85435.56169MAULE369.17512.33170MAULE448.7452.64171MAULE400.27523.8172MAULE387.12527.71173MAULE377.65412.64174MAULE405.91694175MAULE417.14483.83176MAULE564.64481.19177MAULE401.19588.64178MAULE417.63455.61179MAULE556.54563.81180MAULE570.8540.57181MAULE465.45494.48182MAULE475.07518.27183MAULE431.64578.75184MAULE521.2576.04185MAULE509502.85186MAULE514.5569.64187MAULE475.57490.2188MAULE612.33494.16189MAULE501.9466.68190MAULE659561.1191MAULE382.32486.21192MAULE418.04545.57193MAULE449.27538.41194MAULE405.36518.55195MAULE401.22564.91196MAULE533.91520197MAULE465.49610.57198MAULE452.09608199MAULE606.32471.8200MAULE455.81448.33201MAULE421.09417202OHIGGINS441.56469.75203OHIGGINS385.58534.31204OHIGGINS369.38521.56205OHIGGINS403.5573.06206OHIGGINS471.5506.13207OHIGGINS437.3529.1208OHIGGINS470.96483.3209OHIGGINS436553.9210OHIGGINS514.57464.84211OHIGGINS358.96524.36212OHIGGINS595.22518.09213OHIGGINS460.08571.81214OHIGGINS562.21438215OHIGGINS437.75499.54216OHIGGINS460.75553.4217OHIGGINS464.45448.69218OHIGGINS662.76507.85219OHIGGINS511.03533.72220OHIGGINS425.64527.27221OHIGGINS503.49479.84222OHIGGINS576.61501.5223OHIGGINS610.1651.76224OHIGGINS401.78549.97225OHIGGINS496.99472.64226OHIGGINS456.16511.82227RIOS392.38503.65228RIOS610.66546.89229RIOS417.61555.2230RIOS493.45580.65231RIOS455.8524.56232RIOS364.64490.97233RIOS390.17525.34234RIOS426.77510.23235RIOS553.29506.82236RIOS406.71438.32237RIOS467.84484.5238RIOS441450.58239RIOS489.7508.29240RIOS432.85519241RM394.09496.16242RM592.03571.43243RM377.92493.01244RM408.25562.8245RM362.67603.85246RM418.95528.82247RM607.12491.86248RM635.81459.71249RM473.52523.8250RM359.46521.63251RM401.28450252RM531.48577253RM490.46690.29254RM435.88457.09255RM474.96484.26256RM376.57529.02257RM394.02564.82258RM545.35515.65259RM552.36493.74260RM489.29549.16261RM438.64459.24262RM388.05616263RM435.46474.24264RM514.06513.45265RM664.48574.8266RM325.92422.37267RM374.36617.7268RM372.5502.59269RM512.1478.05270RM376.21490271RM602.91447.5272RM401.6488.48273RM435.33537.44274RM585.63619.06275RM497.45551.89276RM496.41592.36277RM535.6445.43278RM407.4612.37279RM427.03513.96280RM432.03620.88281RM374.7481.59282RM455.73581.34283RM462.27567284RM401.62525.34285RM524.59445.39286RM536.42461.97287RM462.53563.6288RM436.5561.81289RM482.29552.42290RM458.46477.78291RM629.69467.87292RM396.5644.25293RM440.63441.43294RM497.61662.67295RM514.68474.23296RM532.93493.74297RM379.86509.15298RM453.58504.06299RM624.63655.9300RM435.73527.78301RM335.92522.66302RM383.55469.7303RM426.69451304RM373.54497305RM533.91491.5306RM394.73515.46307RM575.58543.48308RM513.4483.14309RM631.53545.71310RM407.88457.45311RM379.45464.12312RM596.6654.88313RM454.24473.7314RM538.98461.77315RM393.22509.55316RM527.7553.86317RM365590.48318RM560.88550.39319RM561.76553.11320RM423.75499.7321RM559.05527.74322RM513.88492.73323RM569.32551.52324RM472.77527.58325RM266.7534.23326RM430.75579.93327RM445.7524328RM574.03565.81329RM424.96509.63330RM527.32484.44331RM401.01538.26332RM413.63460.39333RM402.31515.35334RM617.38512.77335RM508.71577.25336RM557.71559.21337RM483.1469.53338RM488.13554.36339RM396.59472.46340RM410.6525.61341RM491.29597.9342RM446.5535.48343RM424.74534.91344RM470.93489.34345RM410.38552.71346RM519.44566.91347RM520.9563.5348RM396.29605.03349RM526618.11350RM456.34547.74351RM385.15447.27352RM445.19544.09353RM485563.17354RM583.65506.69355RM386.72500.88356RM519.64555.88357RM470.43589.61358RM379.54514.86359RM380.5491.89360RM338.75479.04361RM459.55574.93362RM626.75567.69363RM428.53506.08364RM468.56496.68365RM414.86637.58366RM415.94616.66367RM426.35594.56368RM571.21554.86369RM404.72534.17370RM455.77518.13371RM632.61524.75372RM528.23586.54373RM672.74468.3374RM386.83444.1375RM442.91481.17376RM403.84478.63377RM389.5557.45378RM518.46542.06379RM519.78628.71380RM495.95546.49381RM381472.65382RM396.69527.36383RM405.18568.64384RM504.48609.16385RM566.93478.39386RM417.4584.38387RM435.11549.31388RM431.06499.25389RM391.41680.21390RM536.72482.77391RM462.11470392RM330.5529393RM490.91436.82394RM437.02554.28395RM362.5489.7396RM366.55516.83397RM374.64459.88398RM405.5510.45399RM502.92536.79400RM457.8520.48401RM409.18494.43402RM419.14418.31403RM390.5481.67404RM393.93533.83405RM430.3573.24406RM378.03631.61407RM431.16578.77408RM405.78471.82409RM417.94490.13410RM569.72646.98411RM379534.87412RM607.78474.66413RM438.7491.54414RM388.94453.68415RM419.56528.13416RM451.33446.98417RM503.81558.27418RM555.04521.59419RM395.08516.37420RM429.11553.89421RM369.13485.47422TARAPACA486.04491.75423TARAPACA418.71478.26424TARAPACA658.48503.04425TARAPACA505.9611.19426TARAPACA374.79502.27427TARAPACA362.73507.61428TARAPACA378519.85429TARAPACA646.74515.69430TARAPACA379.63654.78431TARAPACA458.77656.08432TARAPACA445.25448.21433TARAPACA489.49503.74434TARAPACA421.03503.71435TARAPACA525.58471.46436TARAPACA422.3547.17437TARAPACA424.17568.03438TARAPACA414.65532.86439VALPARAISO498.18532.8440VALPARAISO627.09506.06441VALPARAISO479.5544.82442VALPARAISO412.11450.17443VALPARAISO389.16471.25444VALPARAISO473.87592445VALPARAISO416.3476.1446VALPARAISO483.18439.77447VALPARAISO443.91600.68448VALPARAISO411459449VALPARAISO506.76539.08450VALPARAISO461.64496.74451VALPARAISO429.71555.06452VALPARAISO429.19483.95453VALPARAISO398.98563.4454VALPARAISO650.9459.11455VALPARAISO495.34521.67456VALPARAISO398.44495.24457VALPARAISO550.81483.08458VALPARAISO405.9525.13459VALPARAISO492.62538.77460VALPARAISO541.33591.67461VALPARAISO598.71545.56462VALPARAISO653.37524.5463VALPARAISO575.37509464VALPARAISO461.78524.23465VALPARAISO393.14491.11466VALPARAISO624.28485.91467VALPARAISO499.34467.96468VALPARAISO479.77442.31469VALPARAISO430.98486.86470VALPARAISO420.16649.65471VALPARAISO479.21516.17472VALPARAISO447.44551.94473VALPARAISO480.41594.88474VALPARAISO640.48582.5475VALPARAISO357.89529.42476VALPARAISO500.02525.52477VALPARAISO615.03457.62478VALPARAISO635.21448.81479VALPARAISO441.33516.96480VALPARAISO663.68536.78481VALPARAISO440.43535.64482VALPARAISO373.05461.66483VALPARAISO411.52489.67484VALPARAISO528.47546.54485VALPARAISO413.13543.65486VALPARAISO592.75417.25487VALPARAISO514.61621.29488VALPARAISO399.17615.29489VALPARAISO580.61566.65490VALPARAISO544.29367.42491VALPARAISO490.61552.66492VALPARAISO400582.64493VALPARAISO381.43467.41494VALPARAISO427.55523.05495VALPARAISO415.39545.23496VALPARAISO472.53478.4497VALPARAISO374.67411.95498VALPARAISO625.83549.5499VALPARAISO408.92532.82500VALPARAISO550.16584.6

nem para pastANTOFAGASTAARAUCANIAARICAATACAMAAYSENBIOBIOCOQUIMBOLAGOSMAGALLANESMAULEOHIGGINSRIOSRMTARAPACAVALPARAISO433.83447.44601.16553.69449.45399.09418.9467.34637.34531.85441.56392.38394.09486.04498.18516.93451.75371.11490.09428553.39419.57474490.2369.17385.58610.66592.03418.71627.09462.85437.17406.04510.58414.8464.33411.93368.94577.56448.7369.38417.61377.92658.48479.5504.83403.79395.54481.31423.54571.22527.9375.1490.86400.27403.5493.45408.25505.9412.11481.93511.65473.53611.33507.17439.2559.65412.67390.45387.12471.5455.8362.67374.79389.16387.3400.48608.25401.54393.35339.74632.67473.4377.65437.3364.64418.95362.73473.87520.18630427.46529.4412424.07472.39405.91470.96390.17607.12378416.3661.47377482.88528.39420.65497.66417.14436426.77635.81646.74483.18468.03432.94441.93376.71432.68564.64514.57553.29473.52379.63443.91410.75594.24506.79453.59380.25401.19358.96406.71359.46458.77411422.71406.68507.98413.8434.89417.63595.22467.84401.28445.25506.76574.22437.25401.95403.04492.11556.54460.08441531.48489.49461.64462.38489.11625.63456.23363.56570.8562.21489.7490.46421.03429.71486493.5396.21518.83419.76465.45437.75432.85435.88525.58429.19552.13449.47431.13385.27365.25475.07460.75474.96422.3398.98584.49536.49549.44436.46530.5431.64464.45376.57424.17650.9586.52435.9534.86595.64521.2662.76394.02414.65495.34406.48477.64466422.25509511.03545.35398.44550.59561.39496.01466.38514.5425.64552.36550.81559.4390.23457.76384.78475.57503.49489.29405.9387.83412.04474.2450.65612.33576.61438.64492.62448.69427.4648.34629.2501.9610.1388.05541.33442.33420.98361.31509.97659401.78435.46598.71505.4553.71392.88489.57382.32496.99514.06653.37391.45466.84598.76418.04456.16664.48575.37380.42440.33449.27325.92461.78374416.53405.36374.36393.14654.12393.23401.22372.5624.28370.08495.8533.91512.1499.34491.07499.93465.49376.21479.77409.84429.06452.09602.91430.98516.37424.67606.32401.6420.16501.17437.89455.81435.33479.21499.47560.21421.09585.63447.44512.33497.45480.41472.98496.41640.48530.86535.6357.89452.53407.4500.02412.28427.03615.03633.55432.03635.21445.05374.7441.33382.9455.73663.68462.27440.43401.62373.05524.59411.52536.42528.47462.53413.13436.5592.75482.29514.61458.46399.17629.69580.61396.5544.29440.63490.61497.61400514.68381.43532.93427.55379.86415.39453.58472.53624.63374.67435.73625.83335.92408.92383.55550.16426.69373.54533.91394.73575.58513.4631.53407.88379.45596.6454.24538.98393.22527.7365560.88561.76423.75559.05513.88569.32472.77266.7430.75445.7574.03424.96527.32401.01413.63402.31617.38508.71557.71483.1488.13396.59410.6491.29446.5424.74470.93410.38519.44520.9396.29526456.34385.15445.19485583.65386.72519.64470.43379.54380.5338.75459.55626.75428.53468.56414.86415.94426.35571.21404.72455.77632.61528.23672.74386.83442.91403.84389.5518.46519.78495.95381396.69405.18504.48566.93417.4435.11431.06391.41536.72462.11330.5490.91437.02362.5366.55374.64405.5502.92457.8409.18419.14390.5393.93430.3378.03431.16405.78417.94569.72379607.78438.7388.94419.56451.33503.81555.04395.08429.11369.13

promedio para pastANTOFAGASTAARAUCANIAARICAATACAMAAYSENBIOBIOCOQUIMBOLAGOSMAGALLANESMAULEOHIGGINSRIOSRMTARAPACAVALPARAISO457470.31458.97483.4582.66459.36514.47571.09570.46435.56469.75503.65496.16491.75532.8523.47536.81516.41581.55504.56494.05552.76615.54497.74512.33534.31546.89571.43478.26506.06504.08508.71504.54459.84471.5506.9558.13510.85516.3452.64521.56555.2493.01503.04544.82612.99487.74619.87477.74599.46536.56492.93483.26458.51523.8573.06580.65562.8611.19450.17579.63492.04501.13559.5534.35547.85568.6657.75499.3527.71506.13524.56603.85502.27471.25505.13607.84477.47513.55487.8525.12606.23523.45412.64529.1490.97528.82507.61592394.56511.19492.63554.64479.38571.69672.81694483.3525.34491.86519.85476.1567.75466.14479.76562.09489.8582.55483.83553.9510.23459.71515.69439.77514.71571.89569.57486.36552.76481.19464.84506.82523.8654.78600.68477.88545.29536655.19499.44588.64524.36438.32521.63656.08459461.86519.92468.65557.51617.77455.61518.09484.5450448.21539.08642.76500.81493.46518.68588.9563.81571.81450.58577503.74496.74511.05592.81448.32508.49644.36540.57438508.29690.29503.71555.06493.23437.57549.88562.07486.21494.48499.54519457.09471.46483.95442.33571.58489557.61535.04518.27553.4484.26547.17563.4516.23586.8495510.78579.79578.75448.69529.02568.03459.11502.28595.33482.56517.87576.04507.85564.82532.86521.67459.77451.58729559502.85533.72515.65495.24582.84456.3665.03447.97569.64527.27493.74483.08524.62536.73560.5550.21490.2479.84549.16525.13501.39519.33559.06513.19494.16501.5459.24538.77542.43420.47538.64613.46466.68651.76616591.67529.07473.5493519.19561.1549.97474.24545.56440.07536.47598.94550.63486.21472.64513.45524.5537.8646.48534.59545.57511.82574.8509454.21655.12538.41422.37524.23507.85538.67518.55617.7491.11490.15490.53564.91502.59485.91501.27526.81520478.05467.96513567.58610.57490442.31477.88490.4608447.5486.86549.85415.86471.8488.48649.65558.59538.62448.33537.44516.17548.14544.89417619.06551.94584551.89594.88537.91592.36582.5568.45445.43529.42527.57612.37525.52628.16513.96457.62673.22620.88448.81585.28481.59516.96528.7581.34536.78567535.64525.34461.66445.39489.67461.97546.54563.6543.65561.81417.25552.42621.29477.78615.29467.87566.65644.25367.42441.43552.66662.67582.64474.23467.41493.74523.05509.15545.23504.06478.4655.9411.95527.78549.5522.66532.82469.7584.6451497491.5515.46543.48483.14545.71457.45464.12654.88473.7461.77509.55553.86590.48550.39553.11499.7527.74492.73551.52527.58534.23579.93524565.81509.63484.44538.26460.39515.35512.77577.25559.21469.53554.36472.46525.61597.9535.48534.91489.34552.71566.91563.5605.03618.11547.74447.27544.09563.17506.69500.88555.88589.61514.86491.89479.04574.93567.69506.08496.68637.58616.66594.56554.86534.17518.13524.75586.54468.3444.1481.17478.63557.45542.06628.71546.49472.65527.36568.64609.16478.39584.38549.31499.25680.21482.77470529436.82554.28489.7516.83459.88510.45536.79520.48494.43418.31481.67533.83573.24631.61578.77471.82490.13646.98534.87474.66491.54453.68528.13446.98558.27521.59516.37553.89485.47

DATOS MAYORESRegionNemPromedioRM394.09496.16RM592.03571.43RM377.92493.01RM408.25562.8RM362.67603.85RM418.95528.82RM607.12491.86RM635.81459.71RM473.52523.8RM359.46521.63RM401.28450RM531.48577RM490.46690.29RM435.88457.09RM474.96484.26RM376.57529.02RM394.02564.82RM545.35515.65RM552.36493.74RM489.29549.16RM438.64459.24RM388.05616RM435.46474.24RM514.06513.45RM664.48574.8RM325.92422.37RM374.36617.7RM372.5502.59RM512.1478.05RM376.21490RM602.91447.5RM401.6488.48RM435.33537.44RM585.63619.06RM497.45551.89RM496.41592.36RM535.6445.43RM407.4612.37RM427.03513.96RM432.03620.88RM374.7481.59RM455.73581.34RM462.27567RM401.62525.34RM524.59445.39RM536.42461.97RM462.53563.6RM436.5561.81RM482.29552.42RM458.46477.78RM629.69467.87RM396.5644.25RM440.63441.43RM497.61662.67RM514.68474.23RM532.93493.74RM379.86509.15RM453.58504.06RM624.63655.9RM435.73527.78RM335.92522.66RM383.55469.7RM426.69451RM373.54497RM533.91491.5RM394.73515.46RM575.58543.48RM513.4483.14RM631.53545.71RM407.88457.45RM379.45464.12RM596.6654.88RM454.24473.7RM538.98461.77RM393.22509.55RM527.7553.86RM365590.48RM560.88550.39RM561.76553.11RM423.75499.7RM559.05527.74RM513.88492.73RM569.32551.52RM472.77527.58RM266.7534.23RM430.75579.93RM445.7524RM574.03565.81RM424.96509.63RM527.32484.44RM401.01538.26RM413.63460.39RM402.31515.35RM617.38512.77RM508.71577.25RM557.71559.21RM483.1469.53RM488.13554.36RM396.59472.46RM410.6525.61RM491.29597.9RM446.5535.48RM424.74534.91RM470.93489.34RM410.38552.71RM519.44566.91RM520.9563.5RM396.29605.03RM526618.11RM456.34547.74RM385.15447.27RM445.19544.09RM485563.17RM583.65506.69RM386.72500.88RM519.64555.88RM470.43589.61RM379.54514.86RM380.5491.89RM338.75479.04RM459.55574.93RM626.75567.69RM428.53506.08RM468.56496.68RM414.86637.58RM415.94616.66RM426.35594.56RM571.21554.86RM404.72534.17RM455.77518.13RM632.61524.75RM528.23586.54RM672.74468.3RM386.83444.1RM442.91481.17RM403.84478.63RM389.5557.45RM518.46542.06RM519.78628.71RM495.95546.49RM381472.65RM396.69527.36RM405.18568.64RM504.48609.16RM566.93478.39RM417.4584.38RM435.11549.31RM431.06499.25RM391.41680.21RM536.72482.77RM462.11470RM330.5529RM490.91436.82RM437.02554.28RM362.5489.7RM366.55516.83RM374.64459.88RM405.5510.45RM502.92536.79RM457.8520.48RM409.18494.43RM419.14418.31RM390.5481.67RM393.93533.83RM430.3573.24RM378.03631.61RM431.16578.77RM405.78471.82RM417.94490.13RM569.72646.98RM379534.87RM607.78474.66RM438.7491.54RM388.94453.68RM419.56528.13RM451.33446.98RM503.81558.27RM555.04521.59RM395.08516.37RM429.11553.89RM369.13485.47VALPARAISO498.18532.8VALPARAISO627.09506.06VALPARAISO479.5544.82VALPARAISO412.11450.17VALPARAISO389.16471.25VALPARAISO473.87592VALPARAISO416.3476.1VALPARAISO483.18439.77VALPARAISO443.91600.68VALPARAISO411459VALPARAISO506.76539.08VALPARAISO461.64496.74VALPARAISO429.71555.06VALPARAISO429.19483.95VALPARAISO398.98563.4VALPARAISO650.9459.11VALPARAISO495.34521.67VALPARAISO398.44495.24VALPARAISO550.81483.08VALPARAISO405.9525.13VALPARAISO492.62538.77VALPARAISO541.33591.67VALPARAISO598.71545.56VALPARAISO653.37524.5VALPARAISO575.37509VALPARAISO461.78524.23VALPARAISO393.14491.11VALPARAISO624.28485.91VALPARAISO499.34467.96VALPARAISO479.77442.31VALPARAISO430.98486.86VALPARAISO420.16649.65VALPARAISO479.21516.17VALPARAISO447.44551.94VALPARAISO480.41594.88VALPARAISO640.48582.5VALPARAISO357.89529.42VALPARAISO500.02525.52VALPARAISO615.03457.62VALPARAISO635.21448.81VALPARAISO441.33516.96VALPARAISO663.68536.78VALPARAISO440.43535.64VALPARAISO373.05461.66VALPARAISO411.52489.67VALPARAISO528.47546.54VALPARAISO413.13543.65VALPARAISO592.75417.25VALPARAISO514.61621.29VALPARAISO399.17615.29VALPARAISO580.61566.65VALPARAISO544.29367.42VALPARAISO490.61552.66VALPARAISO400582.64VALPARAISO381.43467.41VALPARAISO427.55523.05VALPARAISO415.39545.23VALPARAISO472.53478.4VALPARAISO374.67411.95VALPARAISO625.83549.5VALPARAISO408.92532.82VALPARAISO550.16584.6BIOBIO399.09459.36BIOBIO553.39494.05BIOBIO464.33506.9BIOBIO571.22536.56BIOBIO439.2547.85BIOBIO393.35487.8BIOBIO529.4554.64BIOBIO482.88479.76BIOBIO441.93569.57BIOBIO506.79536BIOBIO507.98468.65BIOBIO401.95493.46BIOBIO625.63448.32BIOBIO396.21549.88BIOBIO431.13489BIOBIO549.44495BIOBIO435.9595.33BIOBIO477.64451.58BIOBIO561.39456.3BIOBIO390.23536.73BIOBIO412.04519.33BIOBIO427.4420.47BIOBIO420.98473.5BIOBIO553.71536.47BIOBIO466.84646.48BIOBIO380.42454.21BIOBIO374507.85BIOBIO654.12490.15BIOBIO370.08501.27BIOBIO491.07513BIOBIO409.84477.88BIOBIO516.37549.85BIOBIO501.17558.59BIOBIO499.47548.14BIOBIO512.33584BIOBIO472.98537.91BIOBIO530.86568.45BIOBIO452.53527.57BIOBIO412.28628.16BIOBIO633.55673.22BIOBIO445.05585.28BIOBIO382.9528.7LAGOS467.34571.09LAGOS474615.54LAGOS368.94510.85LAGOS375.1483.26LAGOS412.67657.75LAGOS632.67606.23LAGOS424.07571.69LAGOS420.65489.8LAGOS432.68552.76LAGOS380.25499.44LAGOS434.89617.77LAGOS492.11588.9LAGOS363.56644.36LAGOS419.76486.21LAGOS365.25535.04LAGOS530.5579.79LAGOS595.64517.87LAGOS422.25559LAGOS466.38447.97LAGOS384.78550.21LAGOS450.65513.19LAGOS629.2613.46LAGOS509.97519.19LAGOS489.57550.63LAGOS598.76534.59LAGOS440.33655.12LAGOS416.53538.67LAGOS393.23490.53LAGOS495.8526.81LAGOS499.93567.58LAGOS429.06490.4LAGOS424.67415.86LAGOS437.89538.62LAGOS560.21544.89MAULE531.85435.56MAULE369.17512.33MAULE448.7452.64MAULE400.27523.8MAULE387.12527.71MAULE377.65412.64MAULE405.91694MAULE417.14483.83MAULE564.64481.19MAULE401.19588.64MAULE417.63455.61MAULE556.54563.81MAULE570.8540.57MAULE465.45494.48MAULE475.07518.27MAULE431.64578.75MAULE521.2576.04MAULE509502.85MAULE514.5569.64MAULE475.57490.2MAULE612.33494.16MAULE501.9466.68MAULE659561.1MAULE382.32486.21MAULE418.04545.57MAULE449.27538.41MAULE405.36518.55MAULE401.22564.91MAULE533.91520MAULE465.49610.57MAULE452.09608MAULE606.32471.8MAULE455.81448.33MAULE421.09417

Datos mayores para past

NEM RMNEM VALPNEM BIOBIONEM LAGOSNEM MAULEPROM RMPROM VALPPROM BIOBIOPROM LAGOSPROM MAULE394.09498.18399.09467.34531.85496.16532.8459.36571.09435.56592.03627.09553.39474369.17571.43506.06494.05615.54512.33377.92479.5464.33368.94448.7493.01544.82506.9510.85452.64408.25412.11571.22375.1400.27562.8450.17536.56483.26523.8362.67389.16439.2412.67387.12603.85471.25547.85657.75527.71418.95473.87393.35632.67377.65528.82592487.8606.23412.64607.12416.3529.4424.07405.91491.86476.1554.64571.69694635.81483.18482.88420.65417.14459.71439.77479.76489.8483.83473.52443.91441.93432.68564.64523.8600.68569.57552.76481.19359.46411506.79380.25401.19521.63459536499.44588.64401.28506.76507.98434.89417.63450539.08468.65617.77455.61531.48461.64401.95492.11556.54577496.74493.46588.9563.81490.46429.71625.63363.56570.8690.29555.06448.32644.36540.57435.88429.19396.21419.76465.45457.09483.95549.88486.21494.48474.96398.98431.13365.25475.07484.26563.4489535.04518.27376.57650.9549.44530.5431.64529.02459.11495579.79578.75394.02495.34435.9595.64521.2564.82521.67595.33517.87576.04545.35398.44477.64422.25509515.65495.24451.58559502.85552.36550.81561.39466.38514.5493.74483.08456.3447.97569.64489.29405.9390.23384.78475.57549.16525.13536.73550.21490.2438.64492.62412.04450.65612.33459.24538.77519.33513.19494.16388.05541.33427.4629.2501.9616591.67420.47613.46466.68435.46598.71420.98509.97659474.24545.56473.5519.19561.1514.06653.37553.71489.57382.32513.45524.5536.47550.63486.21664.48575.37466.84598.76418.04574.8509646.48534.59545.57325.92461.78380.42440.33449.27422.37524.23454.21655.12538.41374.36393.14374416.53405.36617.7491.11507.85538.67518.55372.5624.28654.12393.23401.22502.59485.91490.15490.53564.91512.1499.34370.08495.8533.91478.05467.96501.27526.81520376.21479.77491.07499.93465.49490442.31513567.58610.57602.91430.98409.84429.06452.09447.5486.86477.88490.4608401.6420.16516.37424.67606.32488.48649.65549.85415.86471.8435.33479.21501.17437.89455.81537.44516.17558.59538.62448.33585.63447.44499.47560.21421.09619.06551.94548.14544.89417497.45480.41512.33551.89594.88584496.41640.48472.98592.36582.5537.91535.6357.89530.86445.43529.42568.45407.4500.02452.53612.37525.52527.57427.03615.03412.28513.96457.62628.16432.03635.21633.55620.88448.81673.22374.7441.33445.05481.59516.96585.28455.73663.68382.9581.34536.78528.7462.27440.43567535.64401.62373.05525.34461.66524.59411.52445.39489.67536.42528.47461.97546.54462.53413.13563.6543.65436.5592.75561.81417.25482.29514.61552.42621.29458.46399.17477.78615.29629.69580.61467.87566.65396.5544.29644.25367.42440.63490.61441.43552.66497.61400662.67582.64514.68381.43474.23467.41532.93427.55493.74523.05379.86415.39509.15545.23453.58472.53504.06478.4624.63374.67655.9411.95435.73625.83527.78549.5335.92408.92522.66532.82383.55550.16469.7584.6426.69451373.54497533.91491.5394.73515.46575.58543.48513.4483.14631.53545.71407.88457.45379.45464.12596.6654.88454.24473.7538.98461.77393.22509.55527.7553.86365590.48560.88550.39561.76553.11423.75499.7559.05527.74513.88492.73569.32551.52472.77527.58266.7534.23430.75579.93445.7524574.03565.81424.96509.63527.32484.44401.01538.26413.63460.39402.31515.35617.38512.77508.71577.25557.71559.21483.1469.53488.13554.36396.59472.46410.6525.61491.29597.9446.5535.48424.74534.91470.93489.34410.38552.71519.44566.91520.9563.5396.29605.03526618.11456.34547.74385.15447.27445.19544.09485563.17583.65506.69386.72500.88519.64555.88470.43589.61379.54514.86380.5491.89338.75479.04459.55574.93626.75567.69428.53506.08468.56496.68414.86637.58415.94616.66426.35594.56571.21554.86404.72534.17455.77518.13632.61524.75528.23586.54672.74468.3386.83444.1442.91481.17403.84478.63389.5557.45518.46542.06519.78628.71495.95546.49381472.65396.69527.36405.18568.64504.48609.16566.93478.39417.4584.38435.11549.31431.06499.25391.41680.21536.72482.77462.11470330.5529490.91436.82437.02554.28362.5489.7366.55516.83374.64459.88405.5510.45502.92536.79457.8520.48409.18494.43419.14418.31390.5481.67393.93533.83430.3573.24378.03631.61431.16578.77405.78471.82417.94490.13569.72646.98379534.87607.78474.66438.7491.54388.94453.68419.56528.13451.33446.98503.81558.27555.04521.59395.08516.37429.11553.89369.13485.47

Datos ANOVOAEtiquetas de filaPromedio de PromedioPromedio de NemBIOBIO523.505473.311RM527.844460.926VALPARAISO517.848486.107Total general525.030468.229

ReginPROM VALPPROM BIOBIOPROM LAGOSN624234Min367.42420.47415.86Max649.65673.22657.75Median524.37523.45541.78Stand. dev55.19254.69757.026Std. error7.018.449.78Mean517.85523.51546.62

Variance3046.172991.7243251.98225 prcntil477.825485.79507.997575 prcntil550.11551.07582.0675Skewness-0.11464970.63368820.0837877Kurtosis0.068401440.491596-0.1151192Geom. mean514.8881520.7959543.713Coeff. var10.6579810.4481610.43251

Normalidad NEMNEM RMNEM VALPNEM BIOBIONEM LAGOSN181624234Shapiro-Wilk W0.95710.92410.94640.908 p(normal)2.56E-050.0009130.048030.007497Anderson-Darling A2.8991.5510.57281.016 p(normal)2.58E-070.0004880.12870.009787 p(Monte Carlo)0.00010.00050.13050.0108Jarque-Bera JB10.515.2782.9434.443 p(normal)0.0052130.071420.22950.1084 p(Monte Carlo)0.01260.04920.11180.056