Rony Viejito

ejercicio1yxxtrans170180111111111126511008010012014016018020022024026039011204951140xtrans*x(xtrans*x)-1xtrans*y511011601017000.9757575758-0.00515151521110611511801700322000-0.00515151520.000030303205500712012008140122091551240x*Bu=(y-x*B)Btrans*xtrans*y101501260B124.454545454565.18181818184.8181818182131762.727272727((Y)^2)/n123210B20.509090909175.3636363636-10.363636363685.54545454554.4545454545utransBtrans95.7272727273-0.72727272734.8181818182-10.36363636364.4545454545-0.72727272734.0909090909-1.0909090909-6.27272727273.54545454558.3636363636-6.818181818224.45454545450.5090909091105.90909090914.0909090909116.0909090909-1.0909090909utrans*u^2Identidad var=(Identidad)*((xtrans*x)-1)126.2727272727-6.2727272727337.272727272742.159090909142.1590909091041.1370523416-0.21718136.45454545453.5454545455042.1590909091-0.21718319560.00128146.63636363648.3636363636156.8181818182-6.8181818182varB141.1370523416varB20.00128 ytranseeB16.413817298770659095110115120140155150eeB20.03574ytrans*ynum8552.727272727r^20.9620615605132100den8890r0.9808473686Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.9808473686Coeficiente de determinacin R^20.9620615605R^2 ajustado0.9573192555Error tpico6.4930032273Observaciones10ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin18552.72727272738552.7272727273202.86792452830.0000005753Residuos8337.272727272742.1590909091Total98890

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin24.45454545456.41381729873.81279109080.0051421729.664256241239.24483466799.664256241239.2448346679Variable X 10.50909090910.035742806414.24317115420.00000057530.42666784970.59151396850.42666784970.5915139685

ejercicio2yxxtrans12447.113776.311111111111122476.913843.13776.33843.13760.33906.64148.54279.84404.54539.94718.648384877.5482132503.713760.342619.413906.6xtrans*x(xtrans*x)-1xtrans*y52746.114148.51251914.19.071426161-0.002077607334567.262865.814279.851914.1226671768.71-0.00207760730.0000004802151041823.5372969.114404.583052.214539.9x*Bu=(y-x*B)Btrans*xtrans*y93162.414718.6B1-231.79510357652485.001519222-37.9015192221100652035.914441103223.314838B20.71943347272533.0596751956-56.1596751956113260.414877.52473.490583659530.2094163405utrans123240.814821Btrans2578.743700709440.6562992906-37.9015192221-56.159675195630.209416340540.6562992906-6.674657745418.563727294632.150373254217.8390810563-0.5236805077-25.5240371431-16.84165931314.2063318921((Y)^2)/n99574276.32-231.79510357650.71943347272752.7746577454-6.67465774542847.236272705418.5637272946utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)2936.949626745832.15037325429850.1055552175985.0105555218985.010555521808935.4505222108-2.04646513593034.360918943717.83908105630985.0105555218-2.04646513590.00047304263162.9236805077-0.52368050773248.8240371431-25.5240371431varB18935.45052221083277.2416593131-16.8416593131varB20.00047304263236.59366810794.2063318921eeB194.5275119857ytranseeB20.02174954292447.12476.92503.72619.42746.12865.82969.13052.23162.43223.33260.43240.8ytrans*ynum1077759.59444106r^20.9909433452100661886.02den1087609.69999996r0.9954613731Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.9954613731Coeficiente de determinacin R^20.9909433453R^2 ajustado0.9900376798Error tpico31.3848778159Observaciones12ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin11077759.594444781077759.594444781094.16045178710Residuos109850.1055552176985.0105555218Total111087609.7

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin-231.795103576594.5275119857-2.45214434090.0341323-442.4155256135-21.1746815395-442.4155256135-21.1746815395Variable X 10.71943347270.021749542933.07809625400.67097247120.76789447410.67097247120.7678944741

ejercicio3aosTASA DE RETIRO (C /100 EMP) "y"TASA DE DESEMPLEO (X)xtrans119601.316.21111111111111219611.317.86.27.85.85.75.643.23.63.33.35.66.85.6319621.415.8419631.415.7xtrans*x(xtrans*x)-1xtrans*y519641.515.61366.51.0629891588-0.19276479825619651.91466.5366.71-0.1927647980.037683344120.38719662.613.2819672.313.6x*Bu=(y-x*B)Btrans*xtrans*y919682.513.3B13.36970259151.6163487738-0.316348773850.19922082441019692.713.3B2-0.28279900281.16387036930.13612963071119702.115.61.729468375-0.3294683751219711.816.8Btrans1.7577482753-0.3577482753utrans1319722.215.63.3697025915-0.28279900281.7860281755-0.2860281755-0.31634877380.1361296307-0.329468375-0.3577482753-0.2860281755-0.33850658010.1352542176-0.05162618120.06353411790.26353411790.31397182450.35333062790.4139718245((Y)^2)/n48.07692307692.2385065801-0.33850658012.46474578240.1352542176utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)2.3516261812-0.05162618121.04077917560.09461628870.094616288700.1005760891-0.01823868982.43646588210.063534117900.0946162887-0.01823868980.00356545822.43646588210.26353411791.78602817550.3139718245varB10.10057608911.44666937210.3533306279varB20.00356545821.78602817550.4139718245eeB10.3171373348ytranseeB20.05971145751.31.31.41.41.51.92.62.32.52.72.11.82.2ytrans*ynum2.1222977475r^20.67095989151.24den3.1630769231r0.8191214141Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.8191214141Coeficiente de determinacin R^20.670959891R^2 ajustado0.6410471538Error tpico0.3075976084Observaciones13

ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin12.12229774752.122297747522.43057487060.0006132955Residuos111.04077917560.0946162887Total123.1630769231

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin3.36970259150.317137334810.62537336890.00000040192.67168802384.06771715912.67168802384.0677171591Variable X 1-0.28279900280.0597114575-4.73609278530.0006132955-0.4142230346-0.1513749711-0.4142230346-0.1513749711

ejercicio4yxxtrans1100011000111111111111111210231104210001042109211051110125717491770188919742015226026212777273531040110924108711105xtrans*x(xtrans*x)-1xtrans*y511461111015263960.6054227088-0.00030615782183661285112572639652197720-0.00030615780.0000001744149468571485117498152111770x*B1u=(y-x*B1)Btrans*xtrans*y9154311889B1516.08983051411050.0590888218-50.059088821833426223.71226510156711974B20.53396925831072.4857976707-49.4857976707111592120151099.1842605861-59.1842605861utrans12171412260Btrans1106.1258609441-19.1258609441-50.0590888218-49.4857976707-59.1842605861-19.125860944137.204292764497.710811793234.997936705859.784582281418.2422405428-3.1451464134-0.037886004-8.8603542894-74.6232565384-39.922460834456.504248014513184112621516.08983051410.53396925831108.795707235637.2042927644141959127771187.289188206897.7108117932utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)152033127351450.002063294234.997936705835330.28773496642717.71444115132717.714441151301645.3660387746-0.8320494067((Y)^2)/n31787393.06666671461.215417718659.784582281402717.7144411513-0.83204940670.0004728271524.757759457218.24224054281570.1451464134-3.1451464134varB11645.36603877461592.037886004-0.037886004varB20.0004728271722.8603542894-8.86035428941915.6232565384-74.6232565384eeB140.56311179851998.9224608344-39.9224608344eeB20.02174458521976.495751985556.5042480145ytrans100010231040108711461285148515211543156715921714184119592033ytrans*y33461554num1638830.64559836r^20.9788967195den1674160.93333333r0.9893920959

Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.9893920959Coeficiente de determinacin R^20.9788967195R^2 ajustado0.9772733903Error tpico52.1317028415Observaciones15

ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin11638830.645598371638830.64559837603.01797009410Residuos1335330.28773496652717.7144411513Total141674160.93333333

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin516.089830514140.563111798512.72313211760.0000000103428.4585551761603.7211058521428.4585551761603.7211058521Variable X 10.53396925830.021744585224.556424212300.4869929380.58094557860.4869929380.5809455786

ejercicio5Y X xtrans119311111111111122261212345678910324013424414xtrans*x(xtrans*x)-1xtrans*y52571510550.4666666667-0.0666666667276162601655385-0.06666666670.012121212116830727417829718x*Bu=(y-x*B)Btrans*xtrans*y935019B1166.4666666667186.406.60795092.46666666710420110B219.9333333333206.3319.67((Y)^2)/n762312.1226.2713.73utransBtrans246.20-2.206.6019.6713.73-2.20-9.13-26.07-32.00-28.934.1354.20166.466666666719.9333333333266.13-9.13286.07-26.07utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)306.00-32.006202.5333333333775.3166666667775.31666666670361.8144444444-51.6877777778325.93-28.930775.3166666667-51.68777777789.3977777778345.874.13365.8054.20varB1361.8144444444varB29.3977777778ytrans193226240244257260274297350420eeB119.0214206737eeB23.0655795174ytrans*ynum32780.3666666668r^20.8408909205801295den38982.9r0.9170010472Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.9170010472Coeficiente de determinacin R^20.8408909205R^2 ajustado0.8210022856Error tpico27.8445087345Observaciones10ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin132780.366666666732780.366666666742.27997162450.0001876477Residuos86202.5333333333775.3166666667Total938982.9


log-lin1yxlnylnxxtrans170804.24849524214.382026634711111111112651004.174387269914.6051701864.38202663474.6051701864.78749174284.94164242265.07517381525.19295685095.29831736655.39362754645.48063892335.5606816313901204.499809670314.78749174284951404.553876891614.9416424226xtrans*x(xtrans*x)-1xtrans*y51101604.700480365815.07517381521050.717727119418.9166046472-3.710064649246.705176144461151804.744932128415.192956850950.7177271194258.5958152341-3.71006464920.731512404237.905967638371202004.787491742815.298317366581402204.941642422615.3936275464x*Bu=(y-x*B)Btrans*xtrans*y91552405.043425116915.4806389233B10.85683174094.15186762350.0966276186218.9102928398101502605.010635294115.560681631B20.75194337174.3196589378-0.1452716679((Y)^2)/n218.13734786834.4567544240.0430552463utransBtrans4.5726670059-0.01879011430.0966276186-0.14527166790.0430552463-0.01879011430.0274053143-0.0167090961-0.05337462310.02910819880.0654632649-0.02751414140.85683174090.75194337174.67307505150.02740531434.7616412245-0.0167090961utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)4.8408663659-0.05337462310.04241642660.00530205330.005302053300.1002968466-0.01967096064.91253422380.029108198800.0053020533-0.01967096060.00387851784.9779618520.06546326495.0381494355-0.0275141414varB10.1002968466varB20.0038785178ytrans4.2484952424.17438726994.49980967034.55387689164.70048036584.74493212844.78749174284.94164242265.04342511695.0106352941eeB10.3166967739eeB20.062277747ytrans*ynum0.7729449715r^20.9479783729218.9527092664den0.8153613981r0.9736418093Resumen



log-lin2yxlnylnxxtrans12447.13776.37.80265892918.236499973311111111111122476.93843.17.814763057318.25403461168.23649997338.25403461168.23225402048.27042270958.33050210218.36166155858.39038202458.42066026448.45926742448.48425669128.49238807258.480736654432503.73760.37.825524916718.232254020442619.43906.67.870700562918.2704227095xtrans*x(xtrans*x)-1xtrans*y52746.14148.57.917937002318.330502102112100.4130661067619.8573702655-74.066939010595.522247495662865.84279.87.960602822318.3616615585100.4130661067840.3449626613-74.06693901058.8514702577799.42958649872969.14404.57.996014155618.390382024583052.24539.98.023617921118.4206602644B1-1.1332918644x*Bu=(y-x*B)Btrans*xtrans*y93162.44718.68.05908651218.4592674244B21.08672859127.817548148-0.014889219760.5084023436103223.348388.078160958518.48425669127.8366035408-0.0218404835113260.44877.58.089605166218.4923880725Btrans7.81293394960.0125909671utrans123240.848218.083575491918.4807366544-1.13329186441.08672859127.85441295530.0162876076-0.014889219-0.02184048350.01259096710.0162876076-0.00176594670.00703800110.01123798280.0059375194-0.0005493943-0.0086314985-0.00602389530.0006083595((Y)^2)/n760.37498055097.919702949-0.00176594677.95356482120.0070380011utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)7.98477617280.01123798280.00144817460.00014481750.000144817500.0897661708-0.01072618618.01768040170.005937519400.0001448175-0.01072618610.00128184758.0596359063-0.00054939438.086792457-0.0086314985varB10.08976617088.0956290616-0.0060238953varB20.00128184758.08296713240.0006083595eeB10.2996100311eeB20.0358028973ytrans7.8026589297.81476305737.82552491677.87070056297.91793700237.96060282237.99601415568.02361792118.0590865128.07816095858.08960516628.0835754919ytrans*ynum0.1334217927r^20.9892624375760.5098505183den0.1348699674r0.994616729Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.9946167293Coeficiente de determinacin R^20.9892624382R^2 ajustado0.988188682Error tpico0.0120340127Observaciones12ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin10.13342179280.1334217928921.3101209940Residuos100.00144817460.0001448175Total110.1348699674

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin-1.13329186440.2996100311-3.7825564790.0035868887-1.8008646152-0.4657191136-1.8008646152-0.4657191136Variable X 11.08672859120.035802897330.35309079801.00695476481.16650241761.00695476481.1665024176

log-lin3aosTASA DE RETIRO (C /100 EMP) "y"TASA DE DESEMPLEO (X)lnylnxxtrans119601.36.20.262364264511.82454929211111111111111219611.37.80.262364264512.05412373371.82454929212.05412373371.75785791761.74046617481.72276659771.38629436111.16315080981.28093384551.19392246851.19392246851.72276659771.91692261221.7227665977319621.45.80.336472236611.7578579176419631.45.70.336472236611.7404661748xtrans*x(xtrans*x)-1xtrans*y519641.55.60.405465108111.72276659771320.68044347692.3486790463-1.42805581688.0611364393619651.940.641853886211.386294361120.680443476934.0124830484-1.42805581680.89769475412.0044398215719662.63.20.95551144511.1631508098819672.33.60.832909122911.2809338455x*Bu=(y-x*B)Btrans*xtrans*y919682.53.30.916290731911.1939224685B11.79001212950.4481836056-0.18581934125.60110525991019692.73.30.99325177311.1939224685B2-0.73543013040.2793476441-0.01698337961119702.15.60.741937344711.72276659770.4972304519-0.1607582152utrans1219711.86.80.587786664911.9169226122Btrans0.5100208635-0.1735486269-0.1858193412-0.0169833796-0.1607582152-0.1735486269-0.1175725577-0.12863560050.0209154673-0.01506566150.00432515910.08128620030.2188996790.20753718220.26541969461319722.25.60.788457360411.72276659771.7900121295-0.73543013040.5230376658-0.1175725577((Y)^2)/n4.99860928410.7704894866-0.1286356005utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)0.93459597770.02091546730.28987696640.02635245150.026352451500.0618934506-0.03763277160.8479747844-0.015065661500.0263524515-0.03763277160.02365645750.91196557270.00432515910.91196557270.0812862003varB10.06189345060.52303766580.218899679varB20.02365645750.38024948270.20753718220.52303766580.2654196946eeB10.2487839437eeB20.1538065586ytrans0.26236426450.26236426450.33647223660.33647223660.40546510810.64185388620.9555114450.83290912290.91629073190.9932517730.74193734470.58778666490.7884573604ytrans*ynum0.6024959758r^20.67516163635.8909822263den0.8923729422r0.8216821991Resumen



reciproco1aosTASA DE RETIRO (C /100 EMP) "y"TASA DE DESEMPLEO (X)1/xxtrans119601.36.210.16129032261111111111111219611.37.810.12820512820.16129032260.12820512820.17241379310.17543859650.17857142860.250.31250.27777777780.3030303030.3030303030.17857142860.14705882350.1785714286319621.45.810.1724137931419631.45.710.1754385965xtrans*x(xtrans*x)-1xtrans*y519641.55.610.1785714286132.76645933350.9394732083-4.0532501525619651.9410.252.76645933350.6412173761-4.0532501519.04681963435.6659040642719662.63.210.3125819672.33.610.2777777778x*Bu=(y-x*B)Btrans*xtrans*y919682.53.3 10.303030303B10.52150371031.5837938757-0.283793875750.35436458341019692.73.310.303030303B26.58619902531.3658882008-0.06588820081119702.15.610.17857142861.6570552664-0.2570552664utrans1219711.86.810.1470588235Btrans1.6769772236-0.2769772236-0.2837938757-0.0658882008-0.2570552664-0.2769772236-0.1976106791-0.26805346670.0203090943-0.0510034396-0.01732159680.18267840320.40238932090.30993760950.50238932091319722.25.610.17857142860.52150371036.58619902531.6976106791-0.1976106791((Y)^2)/n48.07692307692.1680534667-0.2680534667utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)2.57969090570.02030909430.88563541660.08051231060.080512310600.0756391588-0.3263365352.3510034396-0.051003439600.0805123106-0.3263365351.53350345842.5173215968-0.0173215968 2.51732159680.1826784032varB10.07563915881.69761067910.4023893209varB21.53350345841.49006239050.30993760951.69761067910.5023893209eeB10.275025742eeB21.238347067ytrans1.31.31.41.41.51.92.62.32.52.72.11.82.2ytrans*ynum2.2774415064r^20.720008258451.24den3.1630769231r0.8485330037Resumen


CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin0.52150371030.2750257421.89619963060.0844920037-0.08382386641.1268312871-0.08382386641.1268312871Variable X 16.58619902531.2383470675.3185404970.00024533723.86061550779.31178254293.86061550779.3117825429

reciproco2yx1/xxtrans11000100010.00111111111111111121023104210.00095969290.0010.00095969290.00091575090.00090497740.00090090090.00079554490.00057175530.00056497180.00052938060.00050658560.00049627790.00044247790.00038153380.00036010080.000365630731040109210.000915750941087110510.0009049774xtrans*x(xtrans*x)-1xtrans*y51146111010.0009009009150.00969558140.5954364158-818.0578241932183661285125710.00079554490.00969558140.0000070571-818.0578241931265614.3904467412.991247428671485174910.000571755381521177010.0005649718B12374.3579701572x*Bu=(y-x*B)Btrans*xtrans*y91543188910.0005293806B2-1421200.95352679953.157016630446.842983369633383307.4032543101567197410.00050658561010.441508039312.5584919607111592201510.0004962779Btrans1072.8918954989-32.8918954989utrans121714226010.00044247792374.3579701572-1421200.953526791088.2032610831-1.203261083146.842983369612.5584919607-32.8918954989-1.203261083152.003249236441.2712689254-76.778808621-50.4195783341-79.0017215988-87.3980139632-77.0473232456-31.50799072058.878181512796.4176702918178.2767477685131841262110.00038153381093.996750763652.0032492364141959277710.00036010081243.728731074641.2712689254utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)152033273510.00036563071561.778808621-76.77880862178246.59674578516018.9689804456018.96898044503583.9133164672-4923864.66802797((Y)^2)/n31787393.06666671571.4195783341-50.419578334106018.968980445-4923864.668027977617693757.303761622.0017215988-79.00172159881654.3980139632-87.3980139632varB13583.91331646721669.0473232456-77.0473232456varB27617693757.303761745.5079907205-31.50799072051832.12181848738.8781815127eeB159.86579421061862.582329708296.4176702918eeB287279.40053244961854.7232522314178.2767477685ytrans100010231040108711461285148515211543156715921714184119592033ytrans*ynum1595914.33658762r^20.953262201333461554den1674160.93333333r0.9763514742Resumen


CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin2374.357970157259.865794210639.661345873102245.02578475032503.6901555642245.02578475032503.690155564Variable X 1-1421200.9535267987279.4005324495-16.28334916210.0000000005-1609756.63479196-1232645.27226163-1609756.63479196-1232645.27226163

reciproco3Y X 1/xxtrans119311111111111112226210.510.50.33333333330.250.20.16666666670.14285714290.1250.11111111110.13240310.33333333334244410.25xtrans*x(xtrans*x)-1xtrans*y5257510.2102.9289682540.223992996-0.423333355927616260610.16666666672.9289682541.5497677312-0.42333335591.4453326877698.89007936517274710.14285714298297810.125B1322.5811793258x*Bu=(y-x*B)Btrans*xtrans*y9350910.1111111111B2-158.6947187388163.88646058729.113539413779736.471544455104201010.1243.2338199564-17.2338199564((Y)^2)/n762312.1Btrans269.6829397462-29.6829397462utrans322.5811793258-158.6947187388282.9074996411-38.907499641129.113539413-17.2338199564-29.6829397462-38.9074996411-33.8422355781-36.132059536-25.9105052203-5.744339483545.0515672007113.288292548290.8422355781-33.8422355781296.132059536-36.132059536utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)299.9105052203-25.910505220321558.52845554492694.81605694312694.81605694310603.619922311-1140.8055248258302.7443394835-5.744339483502694.8160569431-1140.80552482583894.9057344006304.948432799345.0515672007306.711707452113.288292548varB1603.619922311varB23894.9057344006ytrans193226240244257260274297350420eeB124.5686776671eeB262.4091798889ytrans*ynum17424.3715444548r^20.4469747388801295den38982.9r0.6685616941Resumen



reg-mult1aosyx2x3xtrans1195816607.71275.517803.71111111111111112195917511.31274.418096.8275.5274.4269.7267267.8275283300.7307.5303.7304.7298.6295.5299288.13196020171.21269.718271.817803.718096.818271.819167.319647.620803.522076.623445.22493926713.729957.831585.933474.534821.841794.34196120932.9126719167.351962204061267.819647.6xtrans*x(xtrans*x)-1xtrans*y6196320831.6127520803.5154310.2382599.535.4893873428-0.13531407410.0001356246371055.37196424831.6128322076.64310.21241590.88110882249.42-0.13531407410.000529814-0.0000006636107456235.768196526465.81300.723445.2382599.5110882249.4210512155203.390.0001356246-0.00000066360.00000000229907886971.6491966274031307.52493910196728628.71303.726713.7x*Bu=(y-x*B)Btrans*xtrans*y11196829904.51304.729957.8B1-28062.368882469119876.7422607473-3269.04226074739481224461.0802412196927508.21298.631585.9B2147.935535469919832.2638457837-2320.963845783713197029035.51295.533474.5B30.403448222619207.5702680358963.6297319642utrans14197129281.5129934821.819169.43220563381763.4677943662-3269.0422607473-2320.9638457837963.62973196421763.4677943662924.4431846604-181.43847126262121.4473127462585.0290974358-86.4034987264985.4519753548804.4900608458-1346.2572240544-122.3093773598-937.6495418559116.10506246715197231535.81288.141794.319481.5568153396924.4431846604((Y)^2)/n9178802377.206Btrans21013.0384712626-181.4384712626utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)-28062.3688824691147.93553546990.403448222622710.15268725382121.447312746230188044.82850722515670.40237562515670.40237560089279601.3367243-340405.611299103341.186844658525880.7709025642585.029097435802515670.40237560-340405.6112991041332.8375076396-1.669401177827489.4034987264-86.4034987264002515670.4023756341.1868446585-1.66940117780.005430352927643.2480246452985.451975354829100.0099391542804.4900608458varB189279601.336724328854.4572240544-1346.2572240544varB21332.8375076396 29157.8093773598-122.3093773598varB30.005430352930219.1495418559-937.649541855931419.694937533116.105062467eeB19448.7883528379eeB236.5080471628eeB30.0736909279ytrans16607.717511.320171.220932.92040620831.624831.626465.82740328628.729904.527508.229035.529281.531535.8ytrans*ynum302422083.874237r^20.90923894919511412505.91den332610128.704r0.9535402189Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.9535402189Coeficiente de determinacin R^20.9092389491f60.1076523332R^2 ajustado0.8941121073Error tpico1586.0865053255Observaciones15

ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin2302422083.875493151211041.93774660.10765233590.000000559Residuos1230188044.82850722515670.4023756Total14332610128.704

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin-28062.36888247329448.7883528387-2.96994364090.0117024115-48649.5101704484-7475.2275944981-48649.5101704484-7475.2275944981Variable X 1147.935535469936.50804716284.0521349940.001604174468.3913339255227.479737014368.3913339255227.4797370143Variable X 20.40344822260.07369092795.4748696230.0001418690.24288948350.56400696180.24288948350.5640069618

reg-mult2aosyx2x3xtrans119589.717621722215.61858762869.7871615798111111111111111219599.770601665815.61458689599.8034904065.61858762865.61458689595.59731023015.58724865845.59024043335.61677109775.64544689765.706113095.72847508725.71604037215.7193276865.69910488515.68866883685.70044357345.6633076421319609.912011123515.59731023019.81311416679.78716157989.8034904069.81311416679.8609609819.88571047249.942876520810.00227350310.062421062110.124188122210.192931821410.307545003710.360466097510.418539233910.457998906410.6405152456419619.949077362915.58724865849.860960981519629.923584254215.59024043339.8857104724xtran*x(xtran*x)-1xtrans*y619639.944226343615.61677109779.94287652081584.8916730143151.66019312261072.1089559414-225.240060700620.0472594752151.44904421767196410.119872314615.645446897610.00227350384.8916730143480.4771588186858.4505785139-225.240060700652.0656130324-6.8662452874857.24121725758196510.183608612415.7061130910.0624210621151.6601931226858.45057851391534.43462655820.0472594752-6.86624528741.86059474041531.97247657849196610.218407775415.728475087210.124188122210196710.262164990115.716040372110.1929318214x*Bu=(y-x*B)Btrans*xtrans*y11196810.305764249715.71932768610.3075450037B1-3.33738885339.8769236324-0.15930191011529.658752848912196910.22223942115.699104885110.3604660975B21.49878269429.8789244597-0.108322793913197010.276274498315.688668836810.4185392339B30.48975083779.85774373690.0542673865utrans14197110.284711196315.700443573410.45799890649.86609664470.0829807182-0.1593019101-0.10832279390.05426738650.08298071820.040882505-0.00623622640.097341230.04069477120.01172769030.04045455670.022994945-0.0561384497-0.0149033712-0.0434398522-0.003001199915197210.358878687415.663307642110.6405152456Btrans9.88270174930.040882505((Y)^2)/n1529.1208662948-3.33738885331.49878269420.48975083779.95046257-0.0062362264utrans*u^2Identidadvar=(Identidad)*((xtrans*x)-1)10.02253108460.097341230.06735586560.00561298880.0056129888006.0177355642-1.26426993850.112525042910.14291384120.040694771200.00561298880-1.26426993850.2922437029-0.038540157910.20668008510.0117276903000.00561298880.1125250429-0.03854015790.0104434974 10.22171043350.040454556710.28276930470.022994945varB16.017735564210.2783778708-0.0561384497varB20.292243702910.2911778695-0.0149033712varB30.010443497410.3281510485-0.043439852210.3618798873-0.0030011999eeB12.4531073283eeB20.5405956927eeB30.1021934315ytrans9.71762172229.77060166589.91201112359.94907736299.92358425429.944226343610.119872314610.183608612410.218407775410.262164990110.305764249710.22223942110.276274498310.284711196310.3588786874ytrans*ynum0.5378865541r^20.88871259091529.726108709den0.6052424142r0.9427155408Resumen


CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin-3.33738885332.4531073283-1.36047404650.1986871046-8.68225057282.0074728662-8.68225057282.0074728662Variable X 11.49878269420.54059569272.77246510570.01688458150.32092586342.6766395250.32092586342.676639525Variable X 20.48975083770.10219343154.79239057210.00043918880.2670904780.71241119730.2670904780.7124111973

reg-mult3yx2x3xtrans11148412.263.4911111111111111112934812.542.852.262.543.072.912.732.773.593.232.62.893.773.642.822.964.243.693842913.074.063.492.854.063.643.213.663.763.493.133.23.653.62.943.123.583.5341007912.913.645924012.733.21xtrans*x(xtrans*x)-1xtrans*y6886212.773.661649.7154.917.5527174963-0.1255100999-2.0689195571223207621613.593.7649.71158.7813171.837-0.12551009990.2967380464-0.2320649552367110.48825313.233.4954.91171.837190.0279-2.068919557-0.23206495520.8129423026419561.089803812.63.1310747612.893.2x*Bu=(y-x*B)Btrans*xtrans*y11591113.773.65B19734.217401453311011.6835144062472.3164855938983376132.52737712795013.643.6B2-3782.19573000498150.90761654671197.092383453313613412.822.94B32815.25170852849552.7984469634-1123.7984469634utrans14586812.963.128975.54404618221103.4559538178472.31648559381197.0923834533-1123.79844696341103.4559538178794.2189570841-699.3564825535-525.4811548023910.0463436986-674.2463511343-336.4772090299159.99176453671848.0689050625-1211.2654659128-1454.5033712472-616.308622764156.246311159715316014.243.58Btrans8445.7810429159794.218957084116587213.693.539734.2174014533-3782.19573000492815.25170852849561.3564825535-699.3564825535utrans*u^2Identtidadvar=(Identidad)*((xtrans*x)-1)((Y)^2)/n9351364006741.4811548023-525.481154802314356623.47263141104355.651740881104355.65174088008340886.25307391-138607.788144667-2284823.005805327342.9536563014910.046343698601104355.651740880-138607.788144661327704.338621759-256282.2448110198712.2463511343-674.2463511343001104355.65174088-2284823.00580533-256282.244811018897777.4263784547812.4772090299-336.47720902995751.0082354633159.9917645367varB18340886.253073916101.93109493751848.0689050625varB2327704.3386217597345.2654659128-1211.2654659128varB3897777.4263784547322.5033712472-1454.50337124723776.308622764-616.308622764eeB12888.05925373325715.7536888403156.2463111597eeB2572.4546607564eeB3947.511174804ytrans114849348842910079924088626216825380387476591179506134586831605872ytrans*ynum48239732.5273771r^20.7706476161997732756den62596356r0.8778653747Resumen

Estadsticas de la regresinCoeficiente de correlacin mltiple0.8778653747Coeficiente de determinacin R^20.7706476161R^2 ajustado0.735362634Error tpico1050.8832721767Observaciones16ANLISIS DE VARIANZAGrados de libertadSuma de cuadradosPromedio de los cuadradosFValor crtico de FRegresin248239732.527368624119866.263684321.84066901420.0000697062Residuos1314356623.47263141104355.65174088Total1562596356

CoeficientesError tpicoEstadstico tProbabilidadInferior 95%Superior 95%Inferior 95,0%Superior 95,0%Intercepcin9734.21740145322888.05925373323.37050473910.00501890433494.944711680715973.49009122563494.944711680715973.4900912256Variable X 1-3782.1957300048572.4546607564-6.60697866450.0000169697-5018.908836349-2545.4826236606-5018.908836349-2545.4826236606Variable X 22815.2517085283947.5111748042.97120686640.0108216901768.27826483354862.2251522231768.27826483354862.2251522231

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Rony Viejito