TeX 62.3%
Python 37.6%
1model,h,level,n,mae,cov90,mae_diff_vs_ref,diff_lo,diff_hi,reference2equal_weight_combo,1,municipality,6336,0.023781546001356336,0.9460227272727273,-0.0020862983797534703,-0.003696257440670244,-0.0005810921126556656,qrefa3qrefa_without_dsgfn,1,municipality,6336,0.024250269104293228,0.9496527777777778,-0.0016175752768165814,-0.003568301986600024,0.000018281504743543348,qrefa4qanss,1,municipality,6336,0.02466968357882955,0.9804292929292929,,,,5qanss_no_parent,1,municipality,6336,0.025182513044342526,0.9785353535353535,0.0005128294655129794,-0.000013243622620612153,0.0010440405545372447,qanss6qrefa_without_bhpf,1,municipality,6336,0.025344770184658538,0.8502209595959596,-0.0005230741964512745,-0.002094330319142776,0.0008953011057748522,qrefa7qrefa_without_qanss,1,municipality,6336,0.02537547352640235,0.8407512626262627,-0.0004923708547074631,-0.0015303105857731375,0.000578640272868256,qrefa8ridge_panel,1,municipality,6336,0.025447335798128922,0.8825757575757576,,,,9ridge_no_parent,1,municipality,6336,0.025688542952557493,0.8888888888888888,0.00024120715442856822,-0.0007592513258611317,0.0013178412500692747,ridge_panel10ridge_no_volume,1,municipality,6336,0.02570912921041505,0.8808396464646465,0.000261793412286125,-0.0005410502491867396,0.0009746348352300288,ridge_panel11qrefa,1,municipality,6336,0.025867844381109815,0.8129734848484849,,,,12dsgfn_no_graph,1,municipality,6336,0.026023310793109038,0.7496843434343434,-0.0005656530592807953,-0.0031452293755475907,0.001494502382351567,dsgfn13qrefa_without_raref,1,municipality,6336,0.026158236526093552,0.837594696969697,0.0002903921449837468,-0.0009103585907744202,0.0015566386323875134,qrefa14dsgfn_no_distance,1,municipality,6336,0.026359950044398096,0.7763573232323232,-0.00022901380799173458,-0.0016964974282027887,0.0011522609408085407,dsgfn15ridge_no_momentum,1,municipality,6336,0.026453336978082276,0.8816287878787878,0.0010060011799533483,0.0003439938287853614,0.0017005259027424806,ridge_panel16dsgfn,1,municipality,6336,0.02658896385238983,0.7361111111111112,,,,17dsgfn_no_comovement,1,municipality,6336,0.02700698401737414,0.7414772727272727,0.00041802016498430536,-0.0004414632668480036,0.0013673878816264215,dsgfn18equal_weight_combo,3,municipality,5952,0.03452350003461717,0.9269153225806451,-0.0029889134529794367,-0.00565749305785523,0.0005541040267584789,qrefa19qrefa_without_dsgfn,3,municipality,5952,0.036419994891186754,0.9117943548387096,-0.0010924185964098516,-0.0039747354292408435,0.002471599533361355,qrefa20qrefa_without_raref,3,municipality,5952,0.0364962370291644,0.8425739247311828,-0.0010161764584322088,-0.003013438625640334,0.0018769594938599287,qrefa21qanss_no_parent,3,municipality,5952,0.037251358168674996,0.9695900537634409,-0.00021154419017454861,-0.0017240373805638147,0.0013937961281374114,qanss22qrefa_without_qanss,3,municipality,5952,0.03728751440259825,0.8328293010752689,-0.00022489908499836303,-0.0014055145872116231,0.0010323976116039227,qrefa23ridge_panel,3,municipality,5952,0.03732290190701437,0.8781922043010753,,,,24qanss,3,municipality,5952,0.03746290235884955,0.9689180107526881,,,,25qrefa,3,municipality,5952,0.0375124134875966,0.8200604838709677,,,,26ridge_no_volume,3,municipality,5952,0.03761913810876194,0.8790322580645161,0.00029623620174756626,-0.0006132150652346212,0.0011804039470516363,ridge_panel27ridge_no_parent,3,municipality,5952,0.03782333450867961,0.8758400537634409,0.0005004326016652426,-0.0006549954346127178,0.0019020125176211133,ridge_panel28qrefa_without_bhpf,3,municipality,5952,0.03882090224679324,0.7891465053763441,0.001308488759196637,-0.0002461347148260993,0.002933787981827473,qrefa29dsgfn_no_graph,3,municipality,5952,0.03920125438735166,0.7696572580645161,-0.0019594005263995997,-0.005209985391051996,0.0012862458588038517,dsgfn30dsgfn_no_distance,3,municipality,5952,0.0394840481402453,0.7389112903225806,-0.001676606773505952,-0.004868021875097881,0.0013721389591555826,dsgfn31dsgfn_no_comovement,3,municipality,5952,0.04006145060544675,0.729502688172043,-0.0010992043083045166,-0.0038652009181145983,0.0020094939676802894,dsgfn32ridge_no_momentum,3,municipality,5952,0.040331690088136765,0.8707997311827957,0.0030087881811223936,0.0006103525770030887,0.0062456211910174335,ridge_panel33dsgfn,3,municipality,5952,0.04116065491375126,0.7651209677419355,,,,34equal_weight_combo,6,municipality,4800,0.0430055592327983,0.9104166666666667,-0.00380950872099945,-0.007519778586465723,0.00015026047503134934,qrefa35dsgfn_no_graph,6,municipality,4800,0.044629585143242466,0.6920833333333334,-0.005885706035785997,-0.007986163575083706,-0.0035001580574450368,dsgfn36qrefa_without_raref,6,municipality,4800,0.04641880699638462,0.815,-0.0003962609574131343,-0.002949390515312921,0.0020267812573396544,qrefa37qrefa,6,municipality,4800,0.04681506795379776,0.834375,,,,38qanss,6,municipality,4800,0.04804947546374218,0.9525,,,,39qanss_no_parent,6,municipality,4800,0.04823671630833946,0.9445833333333333,0.00018724084459728342,-0.0032341647029715272,0.0038659103413040945,qanss40dsgfn_no_comovement,6,municipality,4800,0.048659855016839657,0.7035416666666666,-0.001855436162188801,-0.005888195758565814,0.0027813312736624193,dsgfn41ridge_no_parent,6,municipality,4800,0.04894301861544443,0.8339583333333334,-0.0010950031574105395,-0.003994331421336193,0.0016297764510177656,ridge_panel42qrefa_without_dsgfn,6,municipality,4800,0.04941455164582373,0.818125,0.0025994836920259874,-0.0005283605497949946,0.006187400451358575,qrefa43qrefa_without_qanss,6,municipality,4800,0.04945859704381647,0.796875,0.0026435290900187302,0.00043488328150056565,0.004851663015847433,qrefa44ridge_panel,6,municipality,4800,0.050038021772854976,0.8166666666666667,,,,45qrefa_without_bhpf,6,municipality,4800,0.05043907310486105,0.7508333333333334,0.003624005151063308,-0.0008171005389364226,0.008128902619547452,qrefa46dsgfn,6,municipality,4800,0.05051529117902845,0.734375,,,,47dsgfn_no_distance,6,municipality,4800,0.05076316224823958,0.6947916666666667,0.000247871069211128,-0.0035181086179845843,0.004809797641850564,dsgfn48ridge_no_volume,6,municipality,4800,0.05107450525078784,0.8079166666666666,0.0010364834779328618,-0.0022659433240329397,0.005100772094603651,ridge_panel49ridge_no_momentum,6,municipality,4800,0.05536850874129982,0.7922916666666666,0.005330486968444847,-0.0039687392868144825,0.01870250830853858,ridge_panel50qanss,1,province,99,0.010316887756187037,0.98989898989899,,,,51qanss_no_parent,1,province,99,0.010436442688769657,1.0,0.00011955493258262281,-0.0007950933026585004,0.0010069352752862326,qanss52equal_weight_combo,1,province,99,0.010802429839294074,0.98989898989899,-0.001403718581816163,-0.0030652233763257793,-0.00008695234961225972,qrefa53qrefa_without_dsgfn,1,province,99,0.011487900492045207,1.0,-0.0007182479290650296,-0.002215642322494728,0.0007972838930553005,qrefa54qrefa_without_bhpf,1,province,99,0.011872618195058275,0.7474747474747475,-0.00033353022605196275,-0.0011672168908773543,0.0005997639476357505,qrefa55dsgfn,1,province,99,0.012129912600474647,0.7070707070707071,,,,56qrefa,1,province,99,0.01220614842111023,0.7171717171717171,,,,57qrefa_without_qanss,1,province,99,0.01236037527773605,0.8080808080808081,0.0001542268566258137,-0.0007669353331912266,0.0010506283797011608,qrefa58qrefa_without_raref,1,province,99,0.012525591275894195,0.8181818181818182,0.00031944285478395653,-0.0014064234730225933,0.0019332622360502987,qrefa59ridge_panel,1,province,99,0.012683167345126424,1.0,,,,60dsgfn_no_distance,1,province,99,0.0128786935408694,0.6868686868686869,0.0007487809403947547,-0.0012400976596644942,0.0026416878550178575,dsgfn61dsgfn_no_comovement,1,province,99,0.013009559980353698,0.7171717171717171,0.0008796473798790487,-0.0007356586102354028,0.0029632740920702587,dsgfn62dsgfn_no_graph,1,province,99,0.013315281346307833,0.6060606060606061,0.001185368745833184,-0.0010664643322463286,0.003481842903440096,dsgfn63ridge_no_parent,1,province,99,0.013985008042093152,0.98989898989899,0.0013018406969667324,0.0000363620820993494,0.0026961326879331726,ridge_panel64ridge_no_momentum,1,province,99,0.014401943245876524,0.98989898989899,0.0017187759007501002,0.0005694709380581049,0.0027175264103401187,ridge_panel65ridge_no_volume,1,province,99,0.014431660156910693,1.0,0.0017484928117842667,-0.00003569852688495375,0.00397924068483337,ridge_panel66equal_weight_combo,3,province,93,0.014744741563736247,1.0,-0.0016433921452988153,-0.005544432789712771,0.002458454644501957,qrefa67qrefa,3,province,93,0.01638813370903506,0.7956989247311828,,,,68qrefa_without_raref,3,province,93,0.01707205729652515,0.8387096774193549,0.0006839235874900848,-0.0015447324954777312,0.0033342418555919774,qrefa69qanss_no_parent,3,province,93,0.01742753781894579,0.989247311827957,-0.0002891055729831265,-0.0025659530730650095,0.002252395877608884,qanss70qrefa_without_qanss,3,province,93,0.017608515108375036,0.7956989247311828,0.00122038139933997,-0.0007445063449062685,0.0033070137465860488,qrefa71qanss,3,province,93,0.01771664339192892,0.978494623655914,,,,72qrefa_without_dsgfn,3,province,93,0.018044975258290557,1.0,0.0016568415492554977,-0.0021771901947941516,0.005918242205199432,qrefa73qrefa_without_bhpf,3,province,93,0.018259548798352745,0.7204301075268817,0.0018714150893176771,-0.001826894033394229,0.005911098415246364,qrefa74dsgfn_no_graph,3,province,93,0.018375371117569154,0.6774193548387096,-0.003219838958849512,-0.009701751422816098,0.0024989873288550806,dsgfn75dsgfn_no_distance,3,province,93,0.01982155175861597,0.6451612903225806,-0.0017736583178026995,-0.006211889436154565,0.002174936873130587,dsgfn76ridge_panel,3,province,93,0.020636140991296695,1.0,,,,77ridge_no_parent,3,province,93,0.020905435947374828,1.0,0.00026929495607813203,-0.0024472579630662895,0.002954922950747071,ridge_panel78dsgfn,3,province,93,0.021595210076418663,0.6989247311827957,,,,79dsgfn_no_comovement,3,province,93,0.022289693766903682,0.44086021505376344,0.0006944836904850081,-0.005053366466632344,0.006560147758968342,dsgfn80ridge_no_volume,3,province,93,0.023316670250403328,1.0,0.002680529259106634,-0.0005298160320788713,0.006598581346072941,ridge_panel81ridge_no_momentum,3,province,93,0.02437089558277413,1.0,0.0037347545914774368,0.0016295415087664428,0.00596513053016978,ridge_panel82equal_weight_combo,6,province,75,0.02044291552272658,1.0,-0.004907599779692415,-0.009527076111261249,0.000270009479537606,qrefa83qrefa_without_raref,6,province,75,0.024590773822400866,0.8666666666666667,-0.0007597414800181234,-0.00420805715826792,0.002031429435137437,qrefa84dsgfn_no_graph,6,province,75,0.02533579476964715,0.30666666666666664,-0.002551687522818745,-0.0074349653238913365,0.0017737228531496687,dsgfn85qrefa,6,province,75,0.025350515302418993,0.8533333333333334,,,,86qrefa_without_bhpf,6,province,75,0.025499829879069208,0.5066666666666667,0.000149314576650215,-0.006448092307129295,0.006307638623138927,qrefa87dsgfn_no_comovement,6,province,75,0.026110509970038186,0.3333333333333333,-0.0017769723224277032,-0.011001098874661318,0.00807473078298666,dsgfn88dsgfn,6,province,75,0.027887482292465897,0.37333333333333335,,,,89qanss_no_parent,6,province,75,0.028035385712772254,0.9866666666666667,-0.0025697809439186314,-0.009320520952926292,0.0046338947720348115,qanss90qrefa_without_qanss,6,province,75,0.02876025556966152,0.7866666666666666,0.0034097402672425294,0.0009063443481759019,0.00590663412808841,qrefa91qrefa_without_dsgfn,6,province,75,0.02881713654976151,1.0,0.0034666212473425185,-0.002218932338711176,0.009158893254038639,qrefa92ridge_no_parent,6,province,75,0.029487320463442507,1.0,-0.0014943274345448354,-0.006771992445525743,0.0049137330579780815,ridge_panel93dsgfn_no_distance,6,province,75,0.030071024167225645,0.4533333333333333,0.0021835418747597423,-0.00584338683169177,0.010348809540467928,dsgfn94qanss,6,province,75,0.030605166656690875,0.96,,,,95ridge_panel,6,province,75,0.03098164789798735,0.9733333333333334,,,,96ridge_no_volume,6,province,75,0.03623287369583219,0.96,0.005251225797844836,-0.0007913896538382449,0.011225351808472178,ridge_panel97ridge_no_momentum,6,province,75,0.03775298487259303,0.8933333333333333,0.006771336974605664,-0.0014858512472806676,0.018552408728905703,ridge_panel98equal_weight_combo,1,region,1650,0.016758077407253772,0.9636363636363636,-0.002039418063684208,-0.003289700215978477,-0.0007723771288731628,qrefa99qrefa_without_dsgfn,1,region,1650,0.017329541367527204,0.9642424242424242,-0.0014679541034107776,-0.0028288232449333968,-0.00016834457491124186,qrefa100qanss,1,region,1650,0.01744627876108007,0.9612121212121212,,,,101qanss_no_parent,1,region,1650,0.0180061397434489,0.9654545454545455,0.0005598609823688287,-0.00016467739741483916,0.00129269905671498,qanss102qrefa_without_bhpf,1,region,1650,0.018029379913327894,0.8721212121212121,-0.0007681155576100886,-0.002068250071107795,0.0005850137985483877,qrefa103qrefa_without_qanss,1,region,1650,0.018390903571701235,0.8612121212121212,-0.0004065918992367452,-0.00146633513276483,0.0006930711559510479,qrefa104qrefa,1,region,1650,0.01879749547093798,0.8278787878787879,,,,105ridge_panel,1,region,1650,0.01886488679298142,0.9484848484848485,,,,106ridge_no_parent,1,region,1650,0.018986008237292313,0.9503030303030303,0.00012112144431089519,-0.0008577746718101879,0.0011513517326093767,ridge_panel107ridge_no_momentum,1,region,1650,0.01916677978231877,0.9515151515151515,0.0003018929893373525,-0.0005233672955165047,0.001244035566174673,ridge_panel108dsgfn_no_distance,1,region,1650,0.019251688138604582,0.8006060606060607,-0.00017292892298937675,-0.0012143289727026582,0.0009404843809204572,dsgfn109qrefa_without_raref,1,region,1650,0.019354435075801202,0.8593939393939394,0.0005569396048632211,-0.0009262654115434332,0.00201092180340286,qrefa110ridge_no_volume,1,region,1650,0.01940495278541309,0.9515151515151515,0.00054006599243167,-0.0002921341519971155,0.0013809450970203598,ridge_panel111dsgfn,1,region,1650,0.019424617061593964,0.7527272727272727,,,,112dsgfn_no_comovement,1,region,1650,0.020286512129149035,0.7672727272727272,0.0008618950675550745,-0.00005179896835096999,0.0017680210599123822,dsgfn113dsgfn_no_graph,1,region,1650,0.02029114517188084,0.7551515151515151,0.0008665281102868773,-0.0014778291140496549,0.0029537738678496826,dsgfn114equal_weight_combo,3,region,1550,0.02392019170354435,0.9632258064516129,-0.0029411994624125542,-0.006471430000636058,0.0010222018017048838,qrefa115qanss,3,region,1550,0.025723597736928457,0.9619354838709677,,,,116qrefa_without_raref,3,region,1550,0.026274077446217365,0.863225806451613,-0.0005873137197395451,-0.002435402892320258,0.001438074843802625,qrefa117qrefa_without_dsgfn,3,region,1550,0.02663549261486848,0.9664516129032258,-0.0002258985510884304,-0.0035488557015642772,0.0035285703204042027,qrefa118qrefa,3,region,1550,0.02686139116595691,0.8548387096774194,,,,119qanss_no_parent,3,region,1550,0.02692430841222304,0.9638709677419355,0.0012007106752945842,-0.0006545838758523226,0.0031053352290900307,qanss120qrefa_without_bhpf,3,region,1550,0.027333387783664124,0.812258064516129,0.00047199661770721743,-0.0008223738455794036,0.0020734145734030186,qrefa121qrefa_without_qanss,3,region,1550,0.027446734037402283,0.8393548387096774,0.000585342871445374,-0.0015789893334387875,0.00269590602601187,qrefa122ridge_no_parent,3,region,1550,0.02768423676520406,0.9580645161290322,-0.00009945460572571483,-0.001428005533242729,0.0015339600111005356,ridge_panel123ridge_panel,3,region,1550,0.02778369137092978,0.9574193548387097,,,,124ridge_no_volume,3,region,1550,0.02803621043068217,0.9567741935483871,0.00025251905975239746,-0.0007488441797998688,0.001378739765614919,ridge_panel125dsgfn_no_distance,3,region,1550,0.02829019804596053,0.7548387096774194,-0.0022149041858622025,-0.0056151260686438265,0.0010198603701654745,dsgfn126dsgfn_no_graph,3,region,1550,0.029208450263633803,0.7729032258064517,-0.0012966519681889294,-0.004980291338003923,0.001994020488549181,dsgfn127dsgfn_no_comovement,3,region,1550,0.029283221641306995,0.7406451612903225,-0.0012218805905157394,-0.0040700892182444414,0.0018913945250464013,dsgfn128ridge_no_momentum,3,region,1550,0.030416273592722927,0.9509677419354838,0.002632582221793154,-0.00028755606209246074,0.006727796525947907,ridge_panel129dsgfn,3,region,1550,0.030505102231822737,0.8051612903225807,,,,130equal_weight_combo,6,region,1250,0.03068545950415388,0.9488,-0.0045616276199355365,-0.009463253622123436,0.0005471692671728748,qrefa131dsgfn_no_graph,6,region,1250,0.03249611614524477,0.6488,-0.007747553687057737,-0.014722037157921315,-0.0014126451886053721,dsgfn132qanss,6,region,1250,0.034748000777460306,0.9568,,,,133qrefa_without_raref,6,region,1250,0.034817279185254124,0.8504,-0.00042980793883528906,-0.003757700143809884,0.002697846823557888,qrefa134qrefa,6,region,1250,0.03524708712408941,0.8592,,,,135ridge_no_parent,6,region,1250,0.03579889596219327,0.9336,-0.003381558429228194,-0.007028096075071845,-0.0001265602771755216,ridge_panel136qanss_no_parent,6,region,1250,0.037117849162902505,0.9456,0.002369848385442199,-0.0007977101684439927,0.0064508997251575525,qanss137qrefa_without_dsgfn,6,region,1250,0.037436857585147754,0.908,0.002189770461058344,-0.0037691725810250227,0.00770890290334014,qrefa138qrefa_without_qanss,6,region,1250,0.037542219247198465,0.824,0.0022951321231090517,-0.0010679589834338174,0.005606183567483002,qrefa139dsgfn_no_comovement,6,region,1250,0.03806303911935719,0.632,-0.00218063071294532,-0.006983960037527407,0.0036296679225370403,dsgfn140ridge_panel,6,region,1250,0.03918045439142147,0.8928,,,,141dsgfn_no_distance,6,region,1250,0.0398645719098968,0.6256,-0.0003790979224057088,-0.005100475339685438,0.004732639332867785,dsgfn142qrefa_without_bhpf,6,region,1250,0.03989411206689406,0.6944,0.004647024942804645,-0.0022777162159525774,0.01155343861841029,qrefa143ridge_no_volume,6,region,1250,0.04023383146589649,0.888,0.0010533770744750254,-0.002882331136771646,0.005940259686612766,ridge_panel144dsgfn,6,region,1250,0.04024366983230251,0.6928,,,,145ridge_no_momentum,6,region,1250,0.04456969509069385,0.848,0.0053892406992723805,-0.0050747617525460035,0.020414257393679296,ridge_panel146