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["2006-03-22",0.009478672985782088,0.0011621150493899002,0.0034270047978066653,0.036363636363636376,0.04603580562659837,0.01965065502183405,0.012195121951219523,-0.01016949152542368,-0.007299270072992692,0]
["2006-03-23",-0.003755868544600971,0.012188044109112006,0.008879781420765065,0,-0.019559902200488977,0.0021413276231263545,0.024096385542168752,-0.013698630136986356,0.09558823529411775,0.0072727272727273196]
["2006-03-24",0,-0.006307339449541316,0.018957345971563955,0.005012531328320913,0.007481296758104827,0.002136752136752129,-0.0117647058823529,0.003472222222222321,0.05369127516778516,0.0072202166064982976]
["2006-03-27",0.019792648444863392,0,0.02657807308970095,0.01995012468827939,0.016089108910890992,0.0298507462686568,-0.011904761904761862,-0.0034602076124568004,-0.01273885350318471,0.007168458781362075]
["2006-03-28",0.021256931608133023,-0.0011799410029498247,-0.00517799352750814,0.02444987775061125,0.004872107186357999,0.0269151138716357,-0.0076142131979695105,-0.02083333333333337,-0.01935483870967747,-0.010676156583629859]
["2006-03-29",-0.009049773755656076,0.03071470761961015,0.0071567989590111125,-0.004773269689737458,0.030303030303030276,0.016129032258064502,0.04603580562659837,0.01773049645390068,-0.006578947368421018,0.021582733812949728]
["2006-03-30",-0.010958904109588996,0.029799426934097317,-0.0012919896640827266,-0.00959232613908878,-0.01764705882352946,0.015873015873015817,0,0,0,0.028169014084507005]
["2006-03-31",0.023084025854108958,-0.017807456872565353,0.005821474773609392,-0.01210653753026636,-0.009580838323353325,0.021484375,0,0.006968641114982521,-0.0066225165562914245,0.010273972602739656]
[]
[]
["VCV","AAA","BBB","CCC","DDD","EEE","FFF","GGG","HHH","JJJ","KKK"]
["AAA",0.040587443845574424,-0.015334486017586238,0.017276363862129267,0.02806087457438988,0.01800309348293183,0.029152118173822482,-0.013631853074012703,-0.009846305239177528,-0.02112019621405564,-0.01744518574701336]
["BBB",-0.015334486017586238,0.041489369653742315,0.00517790840980163,-0.0007970324094685891,0.009932314743166838,0.005417695956895385,0.015736947773431553,0.0022973471425034274,0.000931988856799305,0.004854137677442948]
["CCC",0.017276363862129267,0.00517790840980163,0.033058221436898946,0.012515110716113557,0.026859827021061475,0.020655696325146265,-0.00981056259181664,0.0015450868226717313,0.012791627330184834,-0.006879023021726534]
["DDD",0.02806087457438988,-0.0007970324094685891,0.012515110716113557,0.057094561926374084,0.036920001431394324,0.01827453126088242,-0.005810977819817034,-0.020173315674846586,-0.015638166147934705,-0.026487631473751112]
["EEE",0.01800309348293183,0.009932314743166838,0.026859827021061475,0.036920001431394324,0.10225569087465372,0.025843009984769905,0.015315543475530444,0.002506521421023673,-0.04704997673781927,-0.022533490026144465]
["FFF",0.029152118173822482,0.005417695956895385,0.020655696325146265,0.01827453126088242,0.025843009984769905,0.040370208936811036,-0.009817970163177975,-0.004481270742664319,-0.03662785871835896,-0.005815008713484327]
["GGG",-0.013631853074012703,0.015736947773431553,-0.00981056259181664,-0.005810977819817034,0.015315543475530444,-0.009817970163177975,0.08572698809619157,0.012304732351716516,0.05606663921969398,0.018845978914147993]
["HHH",-0.009846305239177528,0.0022973471425034274,0.0015450868226717313,-0.020173315674846586,0.002506521421023673,-0.004481270742664319,0.012304732351716516,0.019199507431921396,-0.0038225131066852774,0.016442307004796396]
["JJJ",-0.02112019621405564,0.000931988856799305,0.012791627330184834,-0.015638166147934705,-0.04704997673781927,-0.03662785871835896,0.05606663921969398,-0.0038225131066852774,0.2690136438999889,0.018209257078576287]
["KKK",-0.01744518574701336,0.004854137677442948,-0.006879023021726534,-0.026487631473751112,-0.022533490026144465,-0.005815008713484327,0.018845978914147993,0.016442307004796396,0.018209257078576287,0.037404378005796615]
[{"$nulls":12},16,"B",482,518]
["INVERSE OF VCV",{"$nulls":11},10,"K",497,"B497"]
[null,269.7492243586688,120.90616228388845,-54.106835266244374,-80.09973478829502,61.49544078069709,-184.61708905981214,-38.229098571435564,-64.91156424597902,4.755159956341422,97.2721799300992]
[null,120.90616228388856,83.88152054610717,-42.696219078874414,-28.83701769286077,27.251869630154808,-77.15843945901094,-28.164492234753887,-7.528304377655688,7.16510483695226,35.66499770115341]
[null,-54.10683526624449,-42.69621907887441,165.52108697431132,-9.226634879488621,-36.7555900166125,-43.79787346314557,57.25988256453367,-105.84382409446326,-39.14860188583973,11.996711393412099,null,"Number of stocks is N=10"]
[null,-80.0997347882951,-28.837017692860776,-9.226634879488639,78.35112438386959,-31.571280795443993,61.492543336524804,-0.07239011435314646,92.95212388881639,5.2010429779173455,-32.64409616241811,null,"Time series length is T=16"]
[null,61.49544078069713,27.251869630154793,-36.755590016612466,-31.57128079544399,44.100180821614686,-38.972019364229865,-23.44229089250089,-33.01548700233407,8.86016425875738,38.54733517292493]
[null,-184.61708905981214,-77.15843945901084,-43.797873463145656,61.49254333652475,-38.972019364229844,206.6009149759993,5.851116444203777,119.20260708367815,19.78001373705753,-96.9362783735009]
[null,-38.229098571435635,-28.164492234753908,57.25988256453369,-0.07239011435313215,-23.44229089250091,5.851116444203818,41.38920347891632,-33.982358215523874,-17.060336678050202,-14.518427837603223,null,"DATA RANGE USED"]
[null,-64.91156424597901,-7.528304377655698,-105.84382409446323,92.95212388881636,-33.015487002334034,119.20260708367809,-33.98235821552387,276.81872338207097,33.97225374060101,-105.39885057044619,null,"B482"]
[null,4.755159956341472,7.165104836952277,-39.14860188583975,5.201042977917328,8.860164258757397,19.7800137370575,-17.060336678050206,33.97225374060101,15.01604882190829,-7.464093615870409,null,"K497"]
[null,97.27217993009921,35.66499770115342,11.996711393412111,-32.644096162418094,38.54733517292492,-96.93627837350091,-14.518427837603213,-105.39885057044617,-7.464093615870414,111.99544167670705]
[]
["PRODUCT",{"$nulls":11},"R-CONDITION"]
[null,1.000000000000009,-4.440892098500626e-15,3.6637359812630166e-15,7.549516567451064e-15,4.884981308350689e-15,5.88418203051333e-15,-1.9984014443252818e-15,-1.7763568394002505e-15,-9.103828801926284e-15,-4.884981308350689e-15,null,"SAMPLE VCV:",null,0.0021286110248375113]
[null,2.3314683517128287e-15,0.9999999999999982,2.7755575615628914e-16,2.220446049250313e-15,1.6653345369377348e-15,-2.220446049250313e-16,-2.220446049250313e-16,-4.440892098500626e-16,-2.9976021664879227e-15,-1.3322676295501878e-15,null,"L-W (2004):",null,0.02508461280900673]
[null,-2.1649348980190553e-15,1.949829186997931e-15,1.0000000000000002,-4.996003610813204e-16,-1.1102230246251565e-15,-3.191891195797325e-16,4.718447854656915e-16,-5.551115123125783e-17,4.6074255521944e-15,1.27675647831893e-15]
[null,-1.2212453270876722e-15,6.661338147750939e-16,-2.498001805406602e-16,0.9999999999999993,-8.881784197001252e-16,-4.718447854656915e-16,3.3306690738754696e-16,-1.1102230246251565e-16,2.6645352591003757e-15,8.881784197001252e-16]
[null,1.4432899320127035e-15,-6.38378239159465e-16,6.661338147750939e-16,1.1102230246251565e-15,1.0000000000000007,1.2490009027033011e-15,-5.551115123125783e-16,-5.551115123125783e-16,-2.886579864025407e-15,-8.881784197001252e-16]
[null,-3.3306690738754696e-15,2.886579864025407e-15,2.220446049250313e-16,-3.9968028886505635e-15,-8.881784197001252e-16,0.9999999999999989,6.661338147750939e-16,1.5543122344752192e-15,3.774758283725532e-15,3.1086244689504383e-15]
[null,-6.661338147750939e-16,1.6653345369377348e-16,-1.1102230246251565e-16,-7.216449660063518e-16,-5.551115123125783e-17,-8.881784197001252e-16,1,1.6653345369377348e-16,1.7763568394002505e-15,3.3306690738754696e-16]
[null,2.220446049250313e-16,-7.771561172376096e-16,-1.1102230246251565e-16,8.881784197001252e-16,0,0,0,0.9999999999999991,-8.881784197001252e-16,8.881784197001252e-16]
[null,3.0531133177191805e-16,-1.457167719820518e-16,6.938893903907228e-17,8.326672684688674e-17,-5.551115123125783e-17,3.469446951953614e-16,2.7755575615628914e-17,-2.7755575615628914e-17,0.9999999999999993,0]
[null,6.661338147750939e-16,3.3306690738754696e-16,9.992007221626409e-16,4.440892098500626e-16,0,0,4.440892098500626e-16,4.440892098500626e-16,0,0.9999999999999996]
[{"$nulls":21},"WEIGHTS"]
["RECIPROCAL CONDITION CALCULATIONS:"]
["VCV",0.2104579202306934,0.10196922864083822,0.14656942753755087,0.22177220343497228,0.30721946919849596,0.19645536897601312,0.2430681934795364,0.09261890693800684,0.48127186731009713,0.17491639766288003,{"$nulls":10},0.08333333333333333,"PORT VAR=",0.00697102561702027]
["INV",976.1424892414616,459.2541278414116,566.3532596169256,420.44798901998763,344.0116587352702,854.4088952971631,259.9695970318745,873.6260966015685,158.4228205092956,552.4384124341356,{"$nulls":10},0.08333333333333333,"STDEV",0.08349266804348912]
[{"$nulls":21},0.08333333333333333]
["||VCV||1",0.48127186731009713,{"$nulls":19},0.08333333333333333]
["||INV||1",976.1424892414616,{"$nulls":19},0.08333333333333333]
["RCOND*",0.0021286110248375113,{"$nulls":19},0.08333333333333333]
[{"$nulls":21},0.08333333333333333]
["*http://www.mathworks.com/access/helpdesk/help/toolbox/dspblks/index.html?/access/helpdesk/help/toolbox/dspblks/ref/reciprocalcondition.html",{"$nulls":20},0.08333333333333333]
[{"$nulls":21},0.08333333333333333]
[{"$nulls":21},0.08333333333333333]
["Ledoit-Wolfe Transformation",{"$nulls":20},0.8333333333333334]
["CORREL","AAA","BBB","CCC","DDD","EEE","FFF","GGG","HHH","JJJ","KKK"]
["AAA",1,-0.3736843889529312,0.4716466452013605,0.5829186892285119,0.2794522061798749,0.7201844945533341,-0.23110016915299308,-0.35272188039893865,-0.202122631878416,-0.44773240600231695]
["BBB",-0.3736843889529312,1,0.1398125650637679,-0.016376089019776694,0.15248892801895286,0.13237796840732158,0.26387199610253564,0.08139789291499178,0.008821758160445187,0.12322035425575321]
["CCC",0.4716466452013605,0.1398125650637679,1.0000000000000002,0.2880697006038867,0.46197633122611004,0.5654179599522521,-0.1842872918059942,0.0613293134455292,0.13564347348286301,-0.1956256518558946]
["DDD",0.5829186892285119,-0.016376089019776694,0.2880697006038867,0.9999999999999999,0.48319295433649656,0.38064346236712293,-0.08306021719483205,-0.609305177474262,-0.12618313025446135,-0.5731714294125777]
["EEE",0.2794522061798749,0.15248892801895286,0.46197633122611004,0.48319295433649656,0.9999999999999999,0.4022248081106824,0.16357988027141068,0.05656953819369414,-0.28367986774324655,-0.36435396409359944]
["FFF",0.7201844945533341,0.13237796840732158,0.5654179599522521,0.38064346236712293,0.4022248081106824,0.9999999999999998,-0.16689081156282728,-0.16096284562665344,-0.35147454564339303,-0.14964377403546697]
["GGG",-0.23110016915299308,0.26387199610253564,-0.1842872918059942,-0.08306021719483205,0.16357988027141068,-0.16689081156282728,0.9999999999999999,0.3032971610755454,0.3691973607083959,0.3328117872779879]
["HHH",-0.35272188039893865,0.08139789291499178,0.0613293134455292,-0.609305177474262,0.05656953819369414,-0.16096284562665344,0.3032971610755454,1,-0.0531883828487627,0.6135592258787863]
["JJJ",-0.202122631878416,0.008821758160445187,0.13564347348286301,-0.12618313025446135,-0.28367986774324655,-0.35147454564339303,0.3691973607083959,-0.0531883828487627,1,0.1815280970861773]
["KKK",-0.44773240600231695,0.12322035425575321,-0.1956256518558946,-0.5731714294125777,-0.36435396409359944,-0.14964377403546697,0.3328117872779879,0.6135592258787863,0.1815280970861773,1]
[]
["RHO_HAT",0.06288155326992108]
[]
["STRUCTURED","AAA","BBB","CCC","DDD","EEE","FFF","GGG","HHH","JJJ","KKK"]
["AAA",0.040587443845574424,0.002580402949354048,0.002303344263252882,0.0030270283179381114,0.004051005706291232,0.002545362314437468,0.003709179869417527,0.0017553517425938166,0.006570618693032888,0.002450080365299294]
["BBB",0.002580402949354048,0.041489369653742315,0.0023287958657307456,0.0030604765187418398,0.004095768700914742,0.0025734881794341785,0.0037501657407270927,0.0017747481113755414,0.00664322302651299,0.002477153379303875]
["CCC",0.002303344263252882,0.0023287958657307456,0.033058221436898946,0.002731872180671947,0.003656004711676632,0.0022971719343805124,0.003347509251341374,0.0015841928416951518,0.00592993805539503,0.002211180632406806]
["DDD",0.0030270283179381114,0.0030604765187418398,0.002731872180671947,0.057094561926374084,0.004804678991898187,0.003018916714917075,0.004399257835674065,0.002081927860021153,0.007793055820474583,0.0029059079431396533]
["EEE",0.004051005706291232,0.004095768700914742,0.003656004711676632,0.004804678991898187,0.10225569087465372,0.004040150125611441,0.005887430418193535,0.002786198461062701,0.010429275937429167,0.0038889129612220664]
["FFF",0.002545362314437468,0.0025734881794341785,0.0022971719343805124,0.003018916714917075,0.004040150125611441,0.040370208936811036,0.0036992402879289636,0.0017506478828995325,0.006553011242806987,0.002443514824047112]
["GGG",0.003709179869417527,0.0037501657407270927,0.003347509251341374,0.004399257835674065,0.005887430418193535,0.0036992402879289636,0.08572698809619157,0.0025510976762946344,0.009549248548239846,0.0035607645892179805]
["HHH",0.0017553517425938166,0.0017747481113755414,0.0015841928416951518,0.002081927860021153,0.002786198461062701,0.0017506478828995325,0.0025510976762946344,0.019199507431921396,0.004519136485620624,0.001685114916692264]
["JJJ",0.006570618693032888,0.00664322302651299,0.00592993805539503,0.007793055820474583,0.010429275937429167,0.006553011242806987,0.009549248548239846,0.004519136485620624,0.2690136438999889,0.006307708764492811]
["KKK",0.002450080365299294,0.002477153379303875,0.002211180632406806,0.0029059079431396533,0.0038889129612220664,0.002443514824047112,0.0035607645892179805,0.001685114916692264,0.006307708764492811,0.037404378005796615]
[]
["lambda",0.5]
[]
["SHRINKAGE VCV","AAA","BBB","CCC","DDD","EEE","FFF","GGG","HHH","JJJ","KKK"]
["AAA",0.040587443845574424,-0.006377041534116095,0.009789854062691075,0.015543951446163995,0.01102704959461153,0.015848740244129973,-0.004961336602297588,-0.004045476748291856,-0.007274788760511375,-0.007497552690857032]
["BBB",-0.006377041534116095,0.041489369653742315,0.003753352137766188,0.0011317220546366255,0.00701404172204079,0.003995592068164782,0.009743556757079323,0.0020360476269394843,0.0037876059416561475,0.0036656455283734114]
["CCC",0.009789854062691075,0.003753352137766188,0.033058221436898946,0.007623491448392751,0.015257915866369053,0.011476434129763388,-0.0032315266702376325,0.0015646398321834416,0.009360782692789931,-0.0023339211946598643]
["DDD",0.015543951446163995,0.0011317220546366255,0.007623491448392751,0.057094561926374084,0.020862340211646256,0.010646723987899748,-0.0007058599920714845,-0.009045693907412717,-0.00392255516373006,-0.01179086176530573]
["EEE",0.01102704959461153,0.00701404172204079,0.015257915866369053,0.020862340211646256,0.10225569087465372,0.014941580055190673,0.01060148694686199,0.002646359941043187,-0.018310350400195054,-0.0093222885324612]
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["INVERSE"]
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[]
["RECIPROCAL CONDITION CALCULATIONS:"]
["VCV",0.12295323552924493,0.08299397502451515,0.09745013947175227,0.13836776190363345,0.21223910414507344,0.11842712647196109,0.16946935065201957,0.05674297458189205,0.3721218890916166,0.10622596029613433]
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[]
["||VCV||1",0.3721218890916166]
["||INV||1",107.1290814262978]
["RCOND",0.02508461280900673]