Normativity results

OUTPUT/df.icc.normativity.csv

@@ -1,91 +1,91 @@
 "data_set","normative","metric","iqr","age_b","age_se","age_t","icc_adjusted","icc_conditional","child_id_var","residual_var","child_id_sd","residual_sd","nobs","formula","is.sing","sw"
-"aclew","Y","voc_fem_ph",1.48713148488522,0.303313884413507,0.103969338200573,2.9173397625016,0.500926626165868,0.435325463472754,0.49397970584461,0.492152154674702,0.702836898465505,0.701535569073088,252,"full",FALSE,0.00218480392548501
-"aclew","Y","voc_dur_fem_ph",1.37392805828064,0.117549120487211,0.112839183670341,1.04174025957712,0.434410738553378,0.426437774097688,0.513189071094473,0.668156198599902,0.716372159631063,0.817408220291368,247,"full",FALSE,0.105037846550271
-"aclew","Y","avg_voc_dur_fem",1.52041169472307,-0.217760272280775,0.112017415536476,-1.94398586360767,0.426425785294572,0.401197891610174,0.496611263511815,0.667978873008092,0.704706508776395,0.817299744896627,247,"full",FALSE,0.000487018669903755
-"aclew","Y","voc_mal_ph",1.5709249738724,0.0267437495978994,0.119363168071849,0.224053617459294,0.564273231789867,0.563772355252216,0.733632924276964,0.566504815643626,0.856523744140794,0.752665141775296,253,"full",FALSE,0.121843515933417
-"aclew","Y","voc_dur_mal_ph",1.46725739530606,0.0220989898276948,0.12398321658977,0.178241784941061,0.577767963710562,0.577444261875426,0.807561145000337,0.590164578340203,0.898644059124822,0.768221698691337,248,"full",FALSE,0.003214672163622
-"aclew","Y","avg_voc_dur_mal",1.30110411585655,-0.013331868473376,0.104765676623122,-0.127254162843192,0.403862279774911,0.403751385810103,0.419255250159472,0.618859154565673,0.647499227921912,0.786676016264429,246,"full",FALSE,0.0593534088788712
-"aclew","Y","voc_chi_ph",1.59068290376959,0.443473647020069,0.0822632352830027,5.39090938369281,0.5259129480459,0.346875065375768,0.323125489203541,0.291283207909082,0.568441280347883,0.539706594279783,252,"full",FALSE,0.00312108318612166
-"aclew","Y","voc_dur_chi_ph",1.60507689482075,0.416349454039927,0.078297286449005,5.31754640451167,0.533515785761144,0.354740436342598,0.296931419477547,0.259624595175192,0.544914139546357,0.509533703669533,251,"full",FALSE,0.00419582282382142
-"aclew","Y","avg_voc_dur_chi",1.1741080730997,0.148600198649044,0.100968323693827,1.47175067598086,0.490905544121351,0.472735302008502,0.450981942918482,0.467691615200875,0.671551891456261,0.683879825116134,248,"full",FALSE,1.04759644569223e-05
-"aclew","Y","voc_och_ph",1.77172537352388,0.486311463964703,0.0916458113421788,5.30642324883739,0.603429954240895,0.402323522119238,0.463136657547781,0.304370249082995,0.68054144440128,0.55169760655906,251,"full",FALSE,1.77705436574084e-06
-"aclew","Y","voc_dur_och_ph",1.65459918134701,0.438549874300856,0.0946552760569988,4.63312656799789,0.563446001588472,0.405534758777759,0.454448891494075,0.352103804261845,0.674128245583935,0.593383353542922,247,"full",FALSE,4.06365186272243e-08
-"aclew","Y","avg_voc_dur_och",1.58505121491201,0.4707251166461,0.093311935400641,5.04463994477245,0.439420742665562,0.304210732643964,0.354696359939776,0.452494392568083,0.595563900803076,0.672677034369454,250,"full",FALSE,0.000752543560018937
-"aclew","Y","cry_voc_chi_ph",1.60307648099453,0.225763651896705,0.090010699677853,2.50818683450645,0.489798248927474,0.440384253592122,0.360474042333823,0.375490292212417,0.600394905319676,0.612772626846547,251,"full",FALSE,2.80281408509778e-05
-"aclew","Y","cry_voc_dur_chi_ph",1.49883927163067,0.244964174857594,0.0889509505893706,2.75392419344046,0.472667200831015,0.417097921124856,0.343753423071191,0.383509696660461,0.586304889175582,0.619281597224123,254,"full",FALSE,1.69056103148052e-06
-"aclew","Y","avg_cry_voc_dur_chi",0.799197299248983,-0.300691869179232,0.0964673202296811,-3.11703350381567,0.150556841905463,0.135656805528552,0.196709176969484,1.10983507887378,0.443519082982327,1.05348710427503,248,"full",FALSE,6.64599923595082e-15
-"aclew","Y","can_voc_chi_ph",1.80279885507926,0.483150463904317,0.0848392026568848,5.69489633063058,0.648899722830384,0.416894015936343,0.442843698670337,0.23960951110872,0.665465024377943,0.48949924525858,248,"full",FALSE,0.0375294323388966
-"aclew","Y","can_voc_dur_chi_ph",1.74763314049438,0.439580298012393,0.0873208373209789,5.03408248819877,0.627179072152723,0.435332479017639,0.446347983277046,0.265327522324578,0.668092795408726,0.515099526620417,248,"full",FALSE,2.51142527655703e-06
-"aclew","Y","avg_can_voc_dur_chi",1.08889896453643,-0.066471651014216,0.0980617786666771,-0.677854837205844,0.156546639482443,0.155729633855137,0.207126805460593,1.11597285445782,0.45511186038225,1.05639616359481,247,"full",FALSE,2.83621350382712e-16
-"aclew","Y","non_can_voc_chi_ph",1.37758134504665,0.335321689775139,0.0905823649698246,3.70184295681442,0.52670707072777,0.423576367482466,0.392197813771608,0.35242445459797,0.626256987004224,0.593653480237394,250,"full",FALSE,0.00151936749018711
-"aclew","Y","non_can_voc_dur_chi_ph",1.26979511718498,0.33557981906755,0.0798023346389435,4.20513786452291,0.381980619246853,0.295265574044104,0.234128588788735,0.378804573240176,0.483868358945628,0.61547101738439,252,"full",FALSE,0.00439603185990217
-"aclew","Y","avg_non_can_voc_dur_chi",1.06381778401439,0.00670191592976359,0.10120126727683,0.0662236364237506,0.213158641449594,0.213146209456265,0.261899309824991,0.966759814871685,0.511760988963589,0.983239449407765,247,"full",FALSE,8.19279377742856e-17
-"aclew","Y","lp_n",1.35553497050697,-0.0843758538494529,0.0879497942153817,-0.959363857552906,0.402091269119011,0.39591811610686,0.296443883409316,0.440811327475589,0.544466604494083,0.66393623750748,254,"full",FALSE,0.00140310229624115
-"aclew","Y","cp_n",1.73419191928651,0.372380933654551,0.0948546671374886,3.9258050751978,0.752395156412266,0.612772954899648,0.738676476655968,0.24309017928356,0.85946290010446,0.493041762210423,253,"full",FALSE,4.40060426507414e-05
-"aclew","Y","lp_dur",1.24743926487605,0.0319355261356264,0.0934678712256429,0.341673836333879,0.302630220993878,0.302088399737929,0.277857173037946,0.640283692489052,0.527121592270651,0.800177288161225,254,"full",FALSE,1.41193360204143e-11
-"aclew","Y","cp_dur",1.6922943490313,0.348823554844667,0.0989099325833303,3.5266787241088,0.654479657752795,0.54074904389389,0.611377277506147,0.322765243600402,0.781906182036021,0.568124320550003,254,"full",FALSE,3.0207793054727e-07
-"aclew","N","voc_fem_ph",1.30503468420213,0.0361341552980083,0.0772012437024235,0.46805146607857,0.489630258718789,0.489199537050871,0.46529179899897,0.485000366800785,0.682123008700755,0.696419677206772,502,"full",FALSE,5.12659692075836e-06
-"aclew","N","voc_dur_fem_ph",1.34868161594711,-0.048264156460587,0.0795480397890553,-0.60672967666549,0.496689214045035,0.495968431263203,0.500783290758054,0.507459442519111,0.707660434642247,0.712361876098876,499,"full",FALSE,0.000266509305051753
-"aclew","N","avg_voc_dur_fem",1.2648895569552,-0.210201665145521,0.0729631693867933,-2.88092837677044,0.36474509841619,0.352628236524617,0.28837737791287,0.502249772842747,0.537007800607096,0.708695825331818,498,"full",FALSE,3.81489649609647e-06
-"aclew","N","voc_mal_ph",1.36881038938832,-0.0272435900375334,0.0788741588665235,-0.345405775846522,0.499351377042195,0.499111866662147,0.495142101814448,0.496428412614333,0.703663344088953,0.70457676133572,499,"full",FALSE,3.37869357051573e-05
-"aclew","N","voc_dur_mal_ph",1.38990463528451,-0.0584762968383939,0.0784795020782215,-0.745115543420623,0.521803909670712,0.520633802685759,0.508893596241439,0.46636470828637,0.713367784695551,0.682909004396903,492,"full",FALSE,7.19189325227911e-08
-"aclew","N","avg_voc_dur_mal",1.33596009415767,-0.0595514379865781,0.0811290090344923,-0.734033839378706,0.512117139829597,0.511000267393149,0.528957767389016,0.503926559749543,0.727294828380497,0.709877848470807,496,"full",FALSE,0.000370154272234511
-"aclew","N","voc_chi_ph",1.28676927314273,0.135223401964508,0.0674761779543746,2.00401691476868,0.582253238347232,0.573611372972945,0.456534117854861,0.3275475974324,0.675673085045469,0.572317741671879,502,"full",FALSE,0.0101558682167333
-"aclew","N","voc_dur_chi_ph",1.37668287487854,0.0517404361530582,0.071553136764853,0.72310507257137,0.602819874726948,0.601675597325433,0.54326421746279,0.357940670164489,0.737064595176562,0.598281430569669,499,"full",FALSE,0.0758330970391532
-"aclew","N","avg_voc_dur_chi",1.25715261728522,-0.0886711394780247,0.0753971109512395,-1.17605486946801,0.560349378985502,0.557376661858462,0.534721467262543,0.41954293868834,0.731246516068653,0.647721343394164,498,"full",FALSE,0.000146904688585011
-"aclew","N","voc_och_ph",1.13703394525073,0.179987408654489,0.0639682817345777,2.81369772290128,0.62034281908017,0.603138447688875,0.456850218729212,0.279597765639528,0.675906960113011,0.528770049870005,494,"full",FALSE,1.92163385514671e-05
-"aclew","N","voc_dur_och_ph",1.15834985427806,0.179623107903573,0.0686080444327553,2.61810563744644,0.634223870326275,0.619151639227808,0.543869620652981,0.313666095202663,0.737475166126278,0.560059010464668,490,"full",FALSE,1.28479186784172e-11
-"aclew","N","avg_voc_dur_och",1.29627536474679,0.124663110942211,0.069647944485848,1.78990366280718,0.656830065171452,0.649810788275061,0.608033338664787,0.317675411445597,0.779764925259393,0.563627014474641,499,"full",FALSE,5.71175594812184e-06
-"aclew","N","cry_voc_chi_ph",1.2555558798254,-0.201956672642943,0.0757356676922818,-2.66659922328149,0.496433473291527,0.482348175569133,0.452988799319959,0.459497613645883,0.67304442596307,0.677862533000522,492,"full",FALSE,4.94900114978183e-06
-"aclew","N","cry_voc_dur_chi_ph",1.28904805912153,-0.253240532054945,0.0775970008836544,-3.26353504866306,0.452585960619209,0.433160434260857,0.422471801390169,0.510990210582458,0.649978308399726,0.714835792740163,486,"full",FALSE,6.11338775933548e-07
-"aclew","N","avg_cry_voc_dur_chi",0.652327214141891,-0.069618353041213,0.0621273449525305,-1.12057505586962,0.450682486057202,0.448370437372613,0.273118235267906,0.332892079570997,0.522607151948675,0.576968005673623,503,"full",FALSE,4.60260377200801e-23
-"aclew","N","can_voc_chi_ph",1.385728792088,0.352222589946729,0.0757194034462258,4.65168205131027,0.541987157542536,0.499602149363222,0.508009688209591,0.429299768555025,0.712747983658734,0.655209713416266,493,"full",FALSE,2.23197623925212e-06
-"aclew","N","can_voc_dur_chi_ph",1.3445569473013,0.301371422666478,0.0752821284899097,4.0032266450446,0.578119842374261,0.545015130371577,0.556707056753417,0.406254280928915,0.746128043135638,0.637380797427185,493,"full",FALSE,1.74237617734741e-06
-"aclew","N","avg_can_voc_dur_chi",0.89597829217643,0.067869809908324,0.0695519672559157,0.975814381476771,0.429834688439732,0.428149235738347,0.32350844373119,0.429126121211673,0.568778026765442,0.655077187216646,502,"full",FALSE,2.57111893445047e-16
-"aclew","N","non_can_voc_chi_ph",1.28037761476488,0.0368406539604657,0.0715035133212626,0.51522858457237,0.546464793742953,0.545902567296946,0.464792070406608,0.385751415154584,0.681756606426816,0.621088894728109,500,"full",FALSE,0.00139297372926305
-"aclew","N","non_can_voc_dur_chi_ph",1.36330828001172,-0.0125800793586458,0.074889820908532,-0.167981164943773,0.552198799454997,0.552138158848852,0.515900835513616,0.41836565695756,0.718262372335915,0.646811917760921,496,"full",FALSE,0.00477018287633292
-"aclew","N","avg_non_can_voc_dur_chi",0.909603336397192,0.0404713648879007,0.0737777858477031,0.54855759661105,0.453069422924252,0.452509481276563,0.38648047937889,0.466546584077353,0.621675541885709,0.683042153953438,501,"full",FALSE,3.4618260631421e-17
-"aclew","N","lp_n",1.25713197771756,0.342368576549406,0.0793134288584822,4.31665332689487,0.470399413389622,0.43721177483095,0.468341448415426,0.527283620588453,0.684354767949655,0.726142975307517,503,"full",FALSE,6.11307112666474e-08
-"aclew","N","cp_n",1.38675353337353,0.357932863719906,0.0737042075696273,4.85634233814632,0.560782755729032,0.514456362735113,0.514469381334837,0.402943602711031,0.717265209901356,0.634778388660981,501,"full",FALSE,3.42463234750206e-08
-"aclew","N","lp_dur",1.36957300347191,0.430160804291549,0.0770635219996996,5.58189910257703,0.404501175420044,0.358183273020652,0.373190351646072,0.54940363404146,0.610893077097844,0.741217669811952,503,"full",FALSE,6.37739076963555e-05
-"aclew","N","cp_dur",1.36440405022002,0.350351350184619,0.0735847876442602,4.76119265137197,0.563534195419996,0.518841276074322,0.516779998346163,0.400253967908556,0.718874118567474,0.632656279435015,502,"full",FALSE,1.32076671300683e-11
-"lena","Y","voc_fem_ph",1.23926171895615,0.0428654216317557,0.106694377684064,0.401758954522288,0.415600317873389,0.414442105307507,0.44436426435014,0.624846333524127,0.666606528883524,0.790472221854839,251,"full",FALSE,0.0551482831630693
-"lena","Y","voc_dur_fem_ph",1.3390098270162,-0.0404768300270164,0.106755034123604,-0.37915617150336,0.382230900251207,0.381304881126528,0.415727395132617,0.671906793676811,0.644769257279391,0.819699209269358,246,"full",FALSE,0.00830883388835006
-"lena","Y","avg_voc_dur_fem",1.37703635971145,-0.214326418172131,0.103874063835331,-2.06332948051303,0.345570315841863,0.324436319057655,0.36641542147009,0.693905458746273,0.605322576375679,0.833009879140862,241,"full",FALSE,2.84046093882812e-05
-"lena","Y","wc_fem_ph",1.27710234509043,-0.0299972426468165,0.104989930679536,-0.285715424828483,0.370472412804179,0.369965368177234,0.394386862384586,0.670164366678315,0.628002278964484,0.818635673959005,247,"full",FALSE,0.0240941621738891
-"lena","Y","voc_mal_ph",1.31570056260613,0.10637377740615,0.113743053091122,0.935211202049692,0.529932757274355,0.521596661243803,0.615526953689748,0.545992022520811,0.784555258531703,0.738912729976153,247,"full",FALSE,2.07300872630073e-08
-"lena","Y","voc_dur_mal_ph",1.30353750697435,0.116390145251842,0.113650458366658,1.02410625460344,0.524690587491213,0.514832772752818,0.60807995023142,0.550850598034995,0.779794812903638,0.742193100234026,245,"full",FALSE,1.45976915977732e-08
-"lena","Y","avg_voc_dur_mal",1.2500856115958,-0.00495808683237913,0.112682208056872,-0.044000618357396,0.351506011678438,0.351494873311914,0.436876418336017,0.80599398450556,0.660966276247145,0.897771677268536,249,"full",FALSE,1.18187376897557e-07
-"lena","Y","wc_mal_ph",1.28330572677433,0.075600619372294,0.116839339611298,0.647047643574524,0.573680378710142,0.569385336995285,0.706801524308632,0.525246059221765,0.840714888834872,0.724738614413338,247,"full",FALSE,1.89310308048363e-08
-"lena","Y","voc_chi_ph",1.71799989427854,0.390157791407905,0.0860112042427494,4.53612752946422,0.548042855626718,0.400964370937788,0.36755439453549,0.303112854862681,0.606262644845854,0.550556858882605,251,"full",FALSE,6.25797113667041e-06
-"lena","Y","voc_dur_chi_ph",1.68150674911455,0.377246031010054,0.0880923245748744,4.28239387291242,0.565056364338745,0.426224368216396,0.398341506194662,0.30661738168694,0.63114301564278,0.553730423299046,250,"full",FALSE,0.00157968176224617
-"lena","Y","avg_voc_dur_chi",1.51773970277188,0.0174015591578959,0.118777789746601,0.146505160560911,0.464784316749985,0.464616492042719,0.595962849573158,0.686272432676556,0.771986301415484,0.828415615905782,242,"full",FALSE,1.49190731263931e-07
-"lena","Y","voc_och_ph",1.43192697804827,0.43418824817177,0.089811929123718,4.83441623410256,0.477238233537746,0.335806362945846,0.349097279629713,0.38239750661545,0.59084454777015,0.618382977300839,247,"full",FALSE,2.2826159682586e-05
-"lena","Y","voc_dur_och_ph",1.34131153350741,0.407857709388543,0.0924472937413107,4.41178635828784,0.505566129062906,0.373664196235238,0.389349049891346,0.380775821039042,0.623978404987982,0.61707035339501,247,"full",FALSE,1.82887889187593e-05
-"lena","Y","avg_voc_dur_och",1.35118247195602,-0.00914630331185669,0.116935473343795,-0.0782166698463366,0.467732999126485,0.467682928929433,0.582759482379737,0.66316390439877,0.763386849755572,0.814348760911914,245,"full",FALSE,0.00275930526050616
-"lena","Y","voc_oln_ph",1.3170055348434,0.416597247409993,0.0800060767613257,5.20707006609993,0.337895852044792,0.235326513614204,0.218030246236805,0.427228477471657,0.466937090234654,0.653627170083724,253,"full",FALSE,0.00074043044480641
-"lena","Y","voc_dur_oln_ph",1.51013365381002,0.347657990965053,0.0800546454105656,4.34275848930523,0.217184031810089,0.17326387346909,0.167812470742947,0.604861603609288,0.409649204494464,0.77772848964744,253,"full",FALSE,0.000193103241487603
-"lena","Y","avg_voc_dur_oln",1.39423752926734,0.112079036715327,0.0724771112326258,1.54640595919439,0.0692643456396925,0.0679278385873395,0.0699802141906339,0.940355096773906,0.264537736798805,0.969719081370427,246,"full",FALSE,1.84783942473747e-09
-"lena","Y","lp_n",1.64629822722551,0.56532857135078,0.0702778457045526,8.04419324017721,0.406140190145998,0.193465251485249,0.19065475913567,0.278776151080663,0.43664030864737,0.527992567258918,254,"full",FALSE,4.07462046861253e-09
-"lena","Y","lp_dur",1.79789238506485,0.651284577879969,0.0702626093459184,9.26929107732893,0.465518644131171,0.185791507994424,0.211764465116082,0.243135607707667,0.460178731707673,0.493087829608141,254,"full",FALSE,6.74367730713589e-07
-"lena","Y","wc_adu_ph",1.35199893300066,0.00261606601395422,0.113495805763597,0.0230498915475633,0.421984378301426,0.421980469124889,0.506932204896418,0.694373414370635,0.71199171687346,0.833290714199213,250,"full",FALSE,0.0143686980178573
-"lena","N","voc_fem_ph",1.45793317275015,-0.0773956850432957,0.0808896473792123,-0.956805815711659,0.466408662086999,0.464690810917219,0.474204200462088,0.542509765226725,0.688624861925626,0.73655262217083,495,"full",FALSE,8.59199784052283e-08
-"lena","N","voc_dur_fem_ph",1.46182906401014,-0.0904591079410954,0.0805148252402022,-1.12350871620507,0.471323332489653,0.468937225441316,0.478238693665794,0.53643352962434,0.691548041473471,0.732416227035106,496,"full",FALSE,6.86717716578398e-08
-"lena","N","avg_voc_dur_fem",1.26043612488785,-0.127373753337991,0.0776892199859891,-1.63952931128621,0.385942751791544,0.381726254457206,0.356112847063093,0.566596143868896,0.596751914167934,0.752725809221988,501,"full",FALSE,7.00767846392305e-10
-"lena","N","wc_fem_ph",1.44515057419973,-0.118242491387814,0.0804814242653824,-1.4691898468138,0.472867505207863,0.468791571670578,0.479772885719943,0.534830318002088,0.692656398021373,0.73132094049199,496,"full",FALSE,1.66756554039953e-07
-"lena","N","voc_mal_ph",1.39191621842979,-0.127768418087476,0.0803477123249838,-1.59019360216117,0.514324761266171,0.509053948304107,0.526645359761372,0.497309540766596,0.725703355208843,0.705201773088097,484,"full",FALSE,4.21392912985942e-08
-"lena","N","voc_dur_mal_ph",1.37821744303093,-0.0842043252735948,0.0805493382850336,-1.04537575436843,0.495875972017497,0.493659959260343,0.50776344383732,0.516209227739118,0.712575219774951,0.718477019631886,486,"full",FALSE,2.79086793919009e-10
-"lena","N","avg_voc_dur_mal",1.1678715904726,0.0561639886474826,0.0770953270286045,0.728500556546627,0.407253498692295,0.40633314320789,0.363042932400991,0.528399212520373,0.602530441057538,0.7269107321538,491,"full",FALSE,4.18178517727286e-08
-"lena","N","wc_mal_ph",1.37795620541394,-0.0854081649433253,0.0800731235315209,-1.06662711752095,0.52332138454437,0.520917720581792,0.537445957002989,0.489544288142294,0.733107056986215,0.699674415812307,484,"full",FALSE,3.382585078498e-10
-"lena","N","voc_chi_ph",1.33763438426423,0.0939482513501667,0.0729685235710704,1.28751750415592,0.502238889606383,0.498915750887442,0.429789318962399,0.425957473762545,0.655583189963256,0.652654176239258,501,"full",FALSE,5.50390052229762e-09
-"lena","N","voc_dur_chi_ph",1.33601848116989,0.0645176986347253,0.0747910767219784,0.862638986660902,0.499790300198817,0.498289522962887,0.447181439137879,0.447556691954287,0.668716262055799,0.668996780227145,499,"full",FALSE,2.75691894468776e-09
-"lena","N","avg_voc_dur_chi",1.29949466213955,-0.173235681114515,0.0752857118811185,-2.301043276154,0.458833798404924,0.44906811435154,0.409031050814892,0.482426928603437,0.639555353988137,0.694569599538763,502,"full",FALSE,5.17811065995391e-05
-"lena","N","voc_och_ph",1.43878732534684,0.18164185034536,0.0678544595518623,2.67693312340846,0.709583207873776,0.69453617162303,0.697611159278638,0.285516896089231,0.83523120109263,0.534337810836208,499,"full",FALSE,2.08782264029713e-05
-"lena","N","voc_dur_och_ph",1.44340539298214,0.198508366937292,0.0684210227424214,2.90127739955888,0.700892066260461,0.683164433332692,0.686592665504976,0.293005618676241,0.828608873658119,0.541299934118083,498,"full",FALSE,3.06795698378553e-05
-"lena","N","avg_voc_dur_och",1.30623388717435,0.0531082532696097,0.0783341894569479,0.677970291615741,0.402119631462928,0.40135496833632,0.381077015069756,0.566593740728418,0.617314356766272,0.752724212928226,500,"full",FALSE,0.00129138146685723
-"lena","N","voc_oln_ph",1.28018537671789,-0.109526807332218,0.0750197830879893,-1.45997232761598,0.430233587711267,0.426404817743221,0.363437878280751,0.481307601062574,0.602858091328922,0.693763360997519,499,"full",FALSE,5.75752126649698e-05
-"lena","N","voc_dur_oln_ph",1.32939024112467,-0.0963069315986538,0.0747090452814114,-1.289093325124,0.30522727694604,0.303143138069792,0.26580039655748,0.605027398444834,0.515558334776464,0.777835071493201,491,"full",FALSE,8.46757780941544e-05
-"lena","N","avg_voc_dur_oln",1.24347528115256,-0.066199205208932,0.0765152868510576,-0.865176201166095,0.22832640118743,0.227668127250335,0.221395810585809,0.748250316337844,0.470527162431467,0.865014633597516,496,"full",FALSE,1.65786884508636e-11
-"lena","N","lp_n",1.23052760606948,0.532246603395103,0.0690641894986016,7.70654962085496,0.488322271947872,0.393892295695349,0.372042424928186,0.389836453633188,0.609952805492512,0.624368844220456,503,"full",FALSE,8.78870766432187e-21
-"lena","N","lp_dur",1.29650387950857,0.603842730378152,0.0642115207442369,9.40396245688276,0.499277606641754,0.368562017677504,0.33095237015573,0.331910064996899,0.575284599268684,0.576116364111365,503,"full",FALSE,1.20247189065289e-16
-"lena","N","wc_adu_ph",1.32359995955563,-0.126053721038376,0.0792632630980733,-1.59031707895255,0.45207359395476,0.44738703042902,0.441772713409436,0.53544143781933,0.664659847899237,0.731738640376009,496,"full",FALSE,2.86159028570424e-06
+"aclew","Y","voc_fem_ph","1.4752577422005","0.298385169457372","0.116642913061956","2.55810800351738","0.506626622565121","0.457514673872891","0.507832606432519","0.494547813019763","0.712623748153624","0.703240935256021","255","full","FALSE","0.00198756547774586"
+"aclew","Y","voc_dur_fem_ph","1.28069368566459","0.0998015519197801","0.124062091207178","0.804448409249496","0.441710629595266","0.437156555248142","0.510398705812762","0.645105988019112","0.714421938221918","0.803184902758457","255","full","FALSE","0.00062821798828963"
+"aclew","Y","avg_voc_dur_fem","1.44200346778202","-0.314336937252406","0.118887463007208","-2.64398725737252","0.36630371183253","0.330803143852569","0.407593009435768","0.705125743526574","0.638430113196243","0.839717657029179","255","full","FALSE","6.28009002682428e-06"
+"aclew","Y","voc_mal_ph","1.53308558136291","0.000142791847427616","0.12861578455457","0.00111022024180113","0.561583209699476","0.561583198350576","0.684764930836223","0.534582298584447","0.827505245201638","0.731151351352405","255","full","FALSE","0.075610261443984"
+"aclew","Y","voc_dur_mal_ph","1.39870612318264","0.0108050787490751","0.13268305413054","0.0814352580280867","0.570739976249804","0.570678030064996","0.741875452582279","0.557972960800234","0.861321921573043","0.746975876986823","255","full","FALSE","2.61345884076742e-05"
+"aclew","Y","avg_voc_dur_mal","1.28881360826678","-0.0229305716378657","0.116463972848955","-0.196889828476012","0.378370033204514","0.378142850840345","0.400210078466829","0.657511314206225","0.632621591843678","0.810870713619764","255","full","FALSE","4.54959395616466e-05"
+"aclew","Y","voc_chi_ph","1.58089783572664","0.494020826898375","0.093106375768296","5.30598278390507","0.537407551483736","0.367435002398939","0.342654362256979","0.29495179216147","0.585366861256237","0.543094643834267","255","full","FALSE","0.00172383633629682"
+"aclew","Y","voc_dur_chi_ph","1.54311605604915","0.455190267387801","0.0904315496128298","5.03353386441607","0.532625360591618","0.376059863385366","0.320353110312991","0.281107379583992","0.565997447267204","0.530195605021384","255","full","FALSE","7.12367727980259e-06"
+"aclew","Y","avg_voc_dur_chi","1.11459034032523","0.192292419853806","0.119527508419193","1.60877125606451","0.362859655815805","0.349031549312329","0.409284435135856","0.718656984021576","0.639753417447579","0.847736388284457","255","full","FALSE","4.39508153012067e-16"
+"aclew","Y","voc_och_ph","1.65946606206909","0.553177873134755","0.101924740825401","5.4273169463571","0.578760592328863","0.390726264871307","0.444758506788904","0.323708649897159","0.666902171828","0.568953996292459","255","full","FALSE","3.75933403131862e-09"
+"aclew","Y","voc_dur_och_ph","1.39493952701484","0.491228476893835","0.105321576203855","4.66408208649518","0.527854013854871","0.388860578192372","0.430666184147774","0.385215049761306","0.656251616491551","0.620656950143399","255","full","FALSE","8.01982214034256e-13"
+"aclew","Y","avg_voc_dur_och","1.54533987125435","0.515087081584007","0.103962906157688","4.95452753891603","0.443690164587023","0.317942632905092","0.359708467166413","0.451011480843303","0.599757006767251","0.671573883383878","255","full","FALSE","3.1791535673582e-05"
+"aclew","Y","cry_voc_chi_ph","1.42533821143262","0.231180014200781","0.0966709725516054","2.39141086614569","0.463832688647252","0.424418939430071","0.322603576108423","0.372913544621645","0.567982020937655","0.610666475763689","255","full","FALSE","1.58023669712865e-09"
+"aclew","Y","cry_voc_dur_chi_ph","1.34447760683817","0.207069039896624","0.090276637758027","2.29371679139892","0.487450732546293","0.448846989098324","0.293690709577885","0.308812661467913","0.541932384691933","0.555709151866256","255","full","FALSE","1.33359579737206e-06"
+"aclew","Y","avg_cry_voc_dur_chi","0.327771518791825","-0.221392595331228","0.112493593300755","-1.96804625788181","0.0207015332629542","0.0202644341907542","0.0567290736603611","2.68360290754021","0.238178659120336","1.63817059781337","254","full","FALSE","7.47200011795689e-31"
+"aclew","Y","can_voc_chi_ph","1.71407984800717","0.482028803566828","0.102936388680584","4.68278331642838","0.676403052904469","0.505320716107632","0.561014020265561","0.26839385697061","0.749008691715631","0.518067425120138","255","full","FALSE","6.31021081127514e-07"
+"aclew","Y","can_voc_dur_chi_ph","1.58318669409878","0.450048658955505","0.102932467260554","4.37227116898201","0.660391695263198","0.508243603824143","0.539990607596432","0.277691703476877","0.734840532085997","0.526964613116362","255","full","FALSE","6.76355525953909e-09"
+"aclew","Y","avg_can_voc_dur_chi","0.442967575754002","-0.167928568144922","0.105655900615439","-1.58939128971263","0.013103952609485","0.0129391019002118","0.0349773735791537","2.63424577011843","0.187022387908918","1.62303597314367","254","full","FALSE","6.0970445163763e-30"
+"aclew","Y","non_can_voc_chi_ph","1.3356137549024","0.400364984539556","0.102629184737198","3.9010831623068","0.531188832326482","0.424927318730027","0.411490688550263","0.363169212991773","0.641475399801319","0.602635223822648","255","full","FALSE","0.000112962062315475"
+"aclew","Y","non_can_voc_dur_chi_ph","1.21715959648732","0.412352873787506","0.0861150337223836","4.78839589283381","0.358398911441818","0.265547469208676","0.210629158155992","0.377065590437531","0.458943523928589","0.614056667122449","255","full","FALSE","0.000230367661781139"
+"aclew","Y","avg_non_can_voc_dur_chi","0.453083139790938","-0.140359140314054","0.0981679665258113","-1.42978555308211","0.00655731254675559","0.00649718828217175","0.016871092417582","2.55599580957713","0.129888769405142","1.59874820080497","255","full","FALSE","1.48644113783609e-30"
+"aclew","Y","lp_n","1.35553497050697","-0.0510302346952826","0.0989325917069347","-0.515808125662451","0.408892473359235","0.407178339997465","0.305678260814109","0.441897888736469","0.55288177833431","0.664754006183091","255","full","FALSE","0.00108428342854838"
+"aclew","Y","cp_n","1.70316689242495","0.398949186229866","0.107190737195349","3.72186251040334","0.740435239679154","0.618582492057161","0.7230108098361","0.253456504374114","0.850300423283501","0.503444638837394","255","full","FALSE","3.50130065764526e-06"
+"aclew","Y","lp_dur","1.24743926487605","0.0703528665261213","0.104774635186915","0.671468494264991","0.303709991602207","0.301746975630072","0.279255678699559","0.640225689780808","0.528446476664912","0.80014104367968","255","full","FALSE","1.40137098610604e-11"
+"aclew","Y","cp_dur","1.68633071355502","0.374997816008611","0.110117043859932","3.40544753894416","0.657591924954542","0.556331176280047","0.613997295746011","0.319708354286805","0.783579795391644","0.565427585360676","255","full","FALSE","2.73493303544149e-07"
+"aclew","N","voc_fem_ph","1.2893110688992","0.102228957424869","0.0722349905166238","1.41522767143359","0.462408813799268","0.458155884546753","0.436722964811505","0.507729112611673","0.660850183333185","0.712551129822747","524","full","FALSE","3.79765272670264e-06"
+"aclew","N","voc_dur_fem_ph","1.25960370222837","0.0719371720521294","0.0740936216868024","0.970895610369967","0.462935756405172","0.460921813637639","0.459954146226431","0.533605197294813","0.678199193619715","0.730482852156581","524","full","FALSE","8.02835257579845e-10"
+"aclew","N","avg_voc_dur_fem","1.17163740963708","-0.00779951294047038","0.0684559533709837","-0.113934764712171","0.430605202293357","0.430579551722186","0.368873580736779","0.487766280491556","0.607349636318965","0.698402663577077","524","full","FALSE","5.18781795073522e-07"
+"aclew","N","voc_mal_ph","1.33599511742127","-0.0425612064756359","0.075340683451851","-0.564916649619141","0.481385592684535","0.480672174294815","0.492870225443654","0.530987224662139","0.702047167534813","0.72868870216447","524","full","FALSE","2.18369591727827e-08"
+"aclew","N","voc_dur_mal_ph","1.27337686953787","-0.0349540334923869","0.0735607836593676","-0.475172119620774","0.460856185295533","0.46037459556381","0.451545065544287","0.528250974851098","0.67197103028649","0.726808760851916","524","full","FALSE","2.0937240380162e-13"
+"aclew","N","avg_voc_dur_mal","1.27674102606846","-0.0117336792132617","0.0735470776906674","-0.159539706833935","0.44154703126835","0.441495256413252","0.434870044268951","0.550008153235361","0.659446771368964","0.741625345599354","524","full","FALSE","5.93371757077166e-10"
+"aclew","N","voc_chi_ph","1.27286437211886","0.0781771092633055","0.0672382956054998","1.16268725373388","0.614736037344","0.611016857962776","0.517798642674846","0.324511895864628","0.719582269566758","0.569659456047758","524","full","FALSE","0.0301303722828541"
+"aclew","N","voc_dur_chi_ph","1.3304826631333","-0.00593825789748595","0.0709812932502952","-0.0836594773857724","0.60954315244156","0.609523879398937","0.570256129093857","0.365290643615613","0.755153050112265","0.604392789182343","524","full","FALSE","3.2918807760592e-05"
+"aclew","N","avg_voc_dur_chi","1.15432855368438","-0.207788548015588","0.0719275469164516","-2.88885909395669","0.552659508772893","0.532091847060132","0.517856580573242","0.419169874871401","0.719622526449278","0.647433297623316","524","full","FALSE","1.43082258919896e-08"
+"aclew","N","voc_och_ph","1.11325801985071","0.197278522411076","0.0671750752126802","2.93678156349629","0.656203604784936","0.632471826941209","0.570973677859451","0.299142965353113","0.75562800229971","0.546939635931711","524","full","FALSE","1.16333027545696e-07"
+"aclew","N","voc_dur_och_ph","1.05181207906779","0.193165918099421","0.0708833052974062","2.72512571597715","0.70802518948489","0.687218150769055","0.731983029624008","0.301854523749693","0.855560067805883","0.549412890046906","524","full","FALSE","2.07466138897767e-14"
+"aclew","N","avg_voc_dur_och","1.25559059165282","0.168717256807309","0.0695714010380313","2.42509500010039","0.691714973684142","0.675142780201079","0.672928268959566","0.299912127100514","0.820322051976885","0.547642335014847","524","full","FALSE","2.09616166902477e-07"
+"aclew","N","cry_voc_chi_ph","1.1963426819637","-0.181835736302673","0.0774748335660181","-2.3470297118835","0.587016058021698","0.572588497202013","0.646197268852898","0.454619753139051","0.803863961658251","0.674254961523496","524","full","FALSE","3.7946986496581e-10"
+"aclew","N","cry_voc_dur_chi_ph","1.19102107853972","-0.244045536360656","0.0779657324388209","-3.13016409551666","0.527983079600933","0.504961485853234","0.578617498850792","0.517284095738439","0.760669112591534","0.719224649006442","524","full","FALSE","8.89582688246847e-10"
+"aclew","N","avg_cry_voc_dur_chi","0.239985612136072","-0.00904037303736176","0.0225353879644135","-0.401163408042399","0.403744385615297","0.403452457331202","0.0377125173271428","0.0556943972226899","0.194197109471647","0.23599660426093","523","full","FALSE","5.39094014257354e-26"
+"aclew","N","can_voc_chi_ph","1.30680146190866","0.211550396131977","0.0731922551226526","2.89033854439202","0.601371801178795","0.579396648484396","0.595280662624701","0.394590597480688","0.771544336136752","0.628164466903922","524","full","FALSE","6.04913810104117e-08"
+"aclew","N","can_voc_dur_chi_ph","1.28024726732078","0.172773556540761","0.0748240163639228","2.30906552383448","0.580216534139229","0.566361357203481","0.593927092910786","0.429702979596363","0.770666654858497","0.655517337372829","524","full","FALSE","8.36934702153294e-14"
+"aclew","N","avg_can_voc_dur_chi","0.348263754293343","0.0239703325625657","0.0308875405224683","0.776051836990037","0.50134388098207","0.499941271665358","0.0861336915680137","0.0856719189827496","0.293485419685568","0.292697657972779","524","full","FALSE","6.8400083060427e-21"
+"aclew","N","non_can_voc_chi_ph","1.26320355688002","0.048480077752033","0.070138090395904","0.691208977580949","0.567088741884136","0.56584202448535","0.507471633884348","0.387400008600188","0.712370433050353","0.622414659692546","524","full","FALSE","4.99733232918462e-05"
+"aclew","N","non_can_voc_dur_chi_ph","1.34590891213634","-0.0408814477515092","0.0728551089741267","-0.561133574942941","0.553007174686673","0.552201913330237","0.531681196474167","0.429755147955555","0.729164725198749","0.655557127911485","524","full","FALSE","1.13827722730303e-05"
+"aclew","N","avg_non_can_voc_dur_chi","0.36193732411657","0.0248463096223822","0.0355097068319697","0.699704724118219","0.399779108450199","0.398895675487696","0.0934838438908425","0.140354898341704","0.305751277823728","0.374639691359183","524","full","FALSE","1.28523299922897e-28"
+"aclew","N","lp_n","1.25713197771756","0.325546460388625","0.0776678129556651","4.19152346383766","0.51512917008458","0.476162793919568","0.559647399203116","0.526774088268134","0.748095848941241","0.725792042025905","524","full","FALSE","6.32095586352001e-08"
+"aclew","N","cp_n","1.36731327743049","0.224584198429734","0.0751480549395741","2.9885563719556","0.62700595475486","0.602968526649646","0.665493251280319","0.395889413802195","0.815777697219236","0.629197436264799","524","full","FALSE","7.45618627838803e-08"
+"aclew","N","lp_dur","1.36957300347191","0.387263664664179","0.0745562818658032","5.19424594377212","0.451566761866977","0.401501266763475","0.455607459481223","0.553340713757971","0.674987006898076","0.743868747668546","524","full","FALSE","6.00758992209156e-05"
+"aclew","N","cp_dur","1.36415266211738","0.224884819063205","0.075592762548384","2.97495172132736","0.622243096951966","0.59851630357162","0.665923367334554","0.404274712156488","0.816041277959978","0.635826007769805","524","full","FALSE","5.24033914210909e-11"
+"lena","Y","voc_fem_ph","1.17966007404246","0.047288308011895","0.113018751397626","0.418411170067912","0.406129768917963","0.405002609881137","0.395910405954272","0.578926792040551","0.629214117732805","0.760872388801533","254","full","FALSE","0.011531517092309"
+"lena","Y","voc_dur_fem_ph","1.27370852388511","-0.0135553520408106","0.116461210891383","-0.116393706857924","0.366253318203502","0.366176695843501","0.390202695411915","0.675187503169455","0.624662064969464","0.821697939129371","254","full","FALSE","5.54985636050297e-05"
+"lena","Y","avg_voc_dur_fem","1.37828867993203","-0.335426503536372","0.116169850265227","-2.88738001099736","0.292051637873306","0.26092440046606","0.334179981438359","0.810069658357629","0.578083022963276","0.900038698255597","254","full","FALSE","2.41646883735365e-07"
+"lena","Y","wc_fem_ph","1.20609362397879","-0.0327070247188544","0.116276105277228","-0.28128758390104","0.372060483581598","0.371604207644885","0.393278857806338","0.663750510162233","0.627119492446486","0.814708849934891","254","full","FALSE","0.000167469569593861"
+"lena","Y","voc_mal_ph","1.26312962824903","0.0260680808580841","0.133094576143142","0.195861331193903","0.624090881571831","0.623706900903471","0.832525205621245","0.501455517706182","0.91242819203554","0.708135239700851","255","full","FALSE","1.08097107529097e-10"
+"lena","Y","voc_dur_mal_ph","1.19130718235279","0.0134651733848111","0.141757845345905","0.0949871476386696","0.576573456497789","0.576488430868534","0.856602884420299","0.629075782827863","0.925528435230544","0.793142977544316","255","full","FALSE","4.0971294287337e-14"
+"lena","Y","avg_voc_dur_mal","1.11060659632201","-0.0697284624093828","0.125542662204441","-0.555416471062505","0.316795703726165","0.315370998439099","0.412056171900547","0.888643828301234","0.641916016236195","0.942679069620852","255","full","FALSE","5.87120886553866e-13"
+"lena","Y","wc_mal_ph","1.16214692323164","-0.0156737263869263","0.139949770357038","-0.111995370531439","0.639827388294601","0.639699827151265","0.952632567996257","0.536257381737545","0.976028979076061","0.732295965943788","255","full","FALSE","1.07427248196022e-12"
+"lena","Y","voc_chi_ph","1.69330195607709","0.427158142708173","0.1003545239997","4.2564911444296","0.567500038167629","0.43763475513634","0.421718116595219","0.32139745738233","0.649398272707296","0.56691926884022","255","full","FALSE","9.68617263101696e-06"
+"lena","Y","voc_dur_chi_ph","1.6609458960565","0.419859524310768","0.10457289967657","4.0149936131573","0.581477409159879","0.460327869424032","0.470702615960417","0.338791628434204","0.686077704025147","0.582058097129662","255","full","FALSE","2.12224228089466e-05"
+"lena","Y","avg_voc_dur_chi","1.51199513531159","-0.00513372341657299","0.135723314735612","-0.0378249192231522","0.347751025753746","0.347743509984557","0.512482687431373","0.961223066047205","0.715878961439274","0.980419841724557","255","full","FALSE","2.10797315982063e-13"
+"lena","Y","voc_och_ph","1.24261032904909","0.456912798462402","0.121571187146268","3.75839711026815","0.750788045137521","0.627071496939291","0.960137666045821","0.31870217732163","0.979866147004692","0.564537135467305","255","full","FALSE","3.73763160850098e-07"
+"lena","Y","voc_dur_och_ph","1.12021992050746","0.416754900420335","0.125356407370667","3.32456002179475","0.7858075677188","0.687242340906646","1.150069447343","0.31348154731292","1.07241290897816","0.559894228683347","255","full","FALSE","1.54598753281934e-08"
+"lena","Y","avg_voc_dur_och","1.30772736069885","-0.0865179412775182","0.138477631708187","-0.624779180653787","0.361239872057419","0.359097065175254","0.547642447063138","0.968365306854157","0.740028679892299","0.984055540533235","255","full","FALSE","3.20724752077227e-15"
+"lena","Y","voc_oln_ph","1.28278331689203","0.435698313758675","0.090584341911353","4.80986343296566","0.341193807720489","0.253234142377304","0.225357406349673","0.435139358979342","0.474718238905641","0.659650937223121","255","full","FALSE","1.69504149074119e-05"
+"lena","Y","voc_dur_oln_ph","1.38451870219996","0.35748499395672","0.0851264243267205","4.19945976568534","0.219768111422835","0.179415917903671","0.150915684631383","0.535788513053697","0.388478679764261","0.731975759881225","255","full","FALSE","2.55689732147305e-05"
+"lena","Y","avg_voc_dur_oln","1.25958413049743","0.0867349396093267","0.0653789025261709","1.32665028408219",NA,NA,"0","1.31210688616751","0","1.14547234194786","255","full","TRUE","1.87759331523998e-15"
+"lena","Y","lp_n","1.64629822722551","0.639964305631062","0.0786028950118344","8.14173963356832","0.41049363383671","0.200253481387317","0.193527456001422","0.277923109973506","0.439917555914085","0.527184132892395","255","full","FALSE","3.40367450943473e-09"
+"lena","Y","lp_dur","1.79789238506485","0.731201184851983","0.0787707704212571","9.2826461000902","0.47278486645426","0.196729286367309","0.217705836288632","0.242769639420559","0.466589580132939","0.492716591379425","255","full","FALSE","6.2238933279719e-07"
+"lena","Y","wc_adu_ph","1.2797206921023","-0.0231425549464142","0.125803946301626","-0.183957305209869","0.468205188137418","0.467947673343575","0.550698867556069","0.625492429569067","0.742090875537537","0.790880793526475","255","full","FALSE","0.00607835880528057"
+"lena","N","voc_fem_ph","1.38709866034786","-0.0843586610728589","0.0775195332300445","-1.0882245746052","0.461871202401905","0.459350339930734","0.502437542108485","0.585392873590996","0.708828288168922","0.76510971343396","524","full","FALSE","6.55057353930371e-10"
+"lena","N","voc_dur_fem_ph","1.37552035358419","-0.0717623514376975","0.0763181141447362","-0.940305617374156","0.462215682993351","0.460329387937568","0.487308543990852","0.56697966370257","0.698074884228657","0.752980520134864","524","full","FALSE","8.84180909525566e-12"
+"lena","N","avg_voc_dur_fem","1.14701568332257","-0.0123324766412439","0.0667061134134894","-0.184877757227422","0.403634097189973","0.403571570148377","0.332390103772715","0.491103516034815","0.576532829744079","0.700787782452588","524","full","FALSE","8.34618475340337e-11"
+"lena","N","wc_fem_ph","1.34625053923818","-0.097293450610522","0.076643593476297","-1.26942704794513","0.461834045263497","0.458410826581121","0.491111758188002","0.572282686688401","0.700793663062104","0.756493679212458","524","full","FALSE","7.93702315268918e-12"
+"lena","N","voc_mal_ph","1.31162892240426","-0.152246650111822","0.0733555894478498","-2.07546079661806","0.453678912719604","0.444749446003267","0.44246150457123","0.532813061131795","0.665177799217044","0.729940450401124","520","full","FALSE","3.28040230123266e-13"
+"lena","N","voc_dur_mal_ph","1.20982769089648","-0.118677756222304","0.0709112217692195","-1.67361037169181","0.434228061179397","0.428667044428743","0.398257484683059","0.518904532901342","0.631076449158942","0.720350284862401","520","full","FALSE","1.24868603321444e-14"
+"lena","N","avg_voc_dur_mal","1.03930891949065","0.0831929932370318","0.0681949965003002","1.21992811065934","0.374106662735655","0.37162458426379","0.327491012697155","0.547903748525153","0.572268304816154","0.740205207037314","520","full","FALSE","1.44999462739261e-14"
+"lena","N","wc_mal_ph","1.23870507319466","-0.128426358827526","0.0726064715442829","-1.76880044018112","0.455676021153966","0.44912301699203","0.435141893857094","0.519795108873768","0.65965285859844","0.720968174660829","520","full","FALSE","3.18815717039774e-15"
+"lena","N","voc_chi_ph","1.30973180404775","0.0245589478076501","0.0710342844183822","0.345733725745744","0.52627782350903","0.525985218167169","0.47866626771178","0.430865250299389","0.691857115098038","0.656403268044416","524","full","FALSE","2.41767710153609e-09"
+"lena","N","voc_dur_chi_ph","1.29943323536985","-0.0135251581580796","0.0709516617976487","-0.190624966567419","0.507841148278979","0.507755190716155","0.460351775223843","0.446135965645377","0.678492280887441","0.667934102771656","524","full","FALSE","1.90606489623324e-11"
+"lena","N","avg_voc_dur_chi","1.14048627204848","-0.191594767478195","0.0624113869148138","-3.06986876833399","0.446672524359615","0.428055368470066","0.316264242414068","0.391780746176821","0.562373756868213","0.625923914047723","524","full","FALSE","1.00671617851315e-05"
+"lena","N","voc_och_ph","1.24527771072446","0.223268499486959","0.0650309961923669","3.43326279096991","0.728005588409988","0.695661969440993","0.65479630852558","0.244642265779461","0.809194852013765","0.494613248689783","524","full","FALSE","1.08998519286393e-08"
+"lena","N","voc_dur_och_ph","1.18396230717051","0.222947048396964","0.0634842166216133","3.51185003551042","0.718602209531724","0.684747845168896","0.60605908343664","0.237326972711973","0.77849796623796","0.487162162643994","524","full","FALSE","4.39265531522758e-09"
+"lena","N","avg_voc_dur_och","1.15038472029272","0.100495918761358","0.0647409767303254","1.55227683975124","0.382915992615982","0.378827361948114","0.300587395286814","0.484408272387649","0.548258511367415","0.695994448532206","524","full","FALSE","5.73852060690015e-07"
+"lena","N","voc_oln_ph","1.26231918896313","-0.0463434237143741","0.0725560872489336","-0.638725508383243","0.482220198247815","0.481306874179472","0.457852659656414","0.491615366195801","0.676648106223918","0.701152883610843","524","full","FALSE","1.69844712734459e-05"
+"lena","N","voc_dur_oln_ph","1.25130253814966","-0.0733399955565569","0.0701484424867213","-1.0454971337452","0.321031524649156","0.319541377978565","0.310623621660381","0.656956188452816","0.557336183699193","0.810528339080637","524","full","FALSE","1.33247308754219e-10"
+"lena","N","avg_voc_dur_oln","1.0940399323984","-0.0959296548133943","0.0613887211733433","-1.56265927974811","0.215952059781193","0.214000518578503","0.18281303855938","0.663731508154409","0.427566414208811","0.814697188011846","524","full","FALSE","3.5604093549552e-15"
+"lena","N","lp_n","1.23052760606948","0.394362021958541","0.072974993070344","5.40407070101941","0.56763856628265","0.500275433632554","0.549991423964283","0.418919880928312","0.741614066724926","0.647240203423978","524","full","FALSE","3.98051035998327e-21"
+"lena","N","lp_dur","1.29650387950857","0.492442546094904","0.0675349973171961","7.29166455403879","0.583931330667094","0.469568183405779","0.487744555478035","0.347532693510858","0.698387110045736","0.589519035749363","524","full","FALSE","1.53738271693296e-16"
+"lena","N","wc_adu_ph","1.25126676354008","-0.140581839884132","0.0738855591792253","-1.90269710950039","0.430336537983711","0.423304555345926","0.429485762935957","0.56853723773292","0.655351633045922","0.754014083245744","524","full","FALSE","4.07486612476544e-11"

all-analyses.Rmd

@@ -424,16 +424,14 @@ for (data_set in data_sets){ #data_set="aclew"
     metrics = all_cols[!is.element(all_cols, no.scale.columns.norm)]
 
     #remove outliers
-    for(metric in metrics) corpus_data[, metric] <- ifelse(scale(corpus_data[, metric])>2.5,NA,corpus_data[, metric])
-    colnames(corpus_data)<-gsub(".V1","", colnames(corpus_data),fixed=T)
+    # for(metric in metrics) corpus_data[, metric] <- ifelse(scale(corpus_data[, metric])>2.5,NA,corpus_data[, metric])
+    # colnames(corpus_data)<-gsub(".V1","", colnames(corpus_data),fixed=T)
 
     # Scale thiscordata
     # print(corpus_data)
     corpus_data[, metrics] <- scale(corpus_data[, metrics])
     metrics = metrics[!(metrics=="age")] #remove age, since a regression with age twice doesn't make sense
-    scaled_data <- corpus_data
-    scaled_data[, metrics] <- scale(corpus_data[, metrics])
-    print(scaled_data)
+
     #print(summary(thiscordata)) #to look at distribution of thiscordata
     # Fit LMER
     for (normativity in normativity_items)
@@ -442,7 +440,8 @@ for (data_set in data_sets){ #data_set="aclew"
 
       # Not sure why we get NAs for LENA data
       # TODO: check why we have NAs
-      for (metric in metrics) if(sum(!is.na(thiscordata[,metric]>30))){#metric="lp_n"
+      for (metric in metrics)if(sum(!is.na(thiscordata[,metric]>0))){#metric="lp_n"
+        print(metric)
         formula <- as.formula(paste0(metric, "~ age + (1|child_id)"))
 
         model <- lmer(formula, data=thiscordata)
@@ -492,10 +491,10 @@ write.csv(df.icc.normativity,"OUTPUT/df.icc.normativity.csv",row.names=F)
 df.icc.mixed<-read.csv("OUTPUT/df.icc.mixed.csv")
 
 icc_exp <- ggplot(df.icc.mixed, aes(x = icc_corpus, fill = data_set)) + geom_density(alpha = 0.5) + theme(legend.position = "top", axis.title.y=element_blank() ) +labs( x = "ICC corpus")+
-  geom_jitter( aes(x = icc_corpus,y=0,colour=data_set))+ scale_fill_colorblind() +scale_colour_manual(values=cbPalette)
+  geom_jitter( aes(x = icc_corpus,y=0,colour=data_set))+ scale_fill_colorblind() +scale_colour_manual(values=cbPalette) + xlim(0,1)
 
 icc_chi <- ggplot(df.icc.mixed, aes(x = icc_child_id_corpus, fill = data_set)) + geom_density(alpha = 0.5) + theme(legend.position = "top", axis.title.y=element_blank() ) +labs( x = "ICC child ID")+
-  geom_jitter(aes(x = icc_child_id_corpus,y=0,colour=data_set))+ scale_fill_colorblind()+scale_colour_manual(values=cbPalette)
+  geom_jitter(aes(x = icc_child_id_corpus,y=0,colour=data_set))+ scale_fill_colorblind()+scale_colour_manual(values=cbPalette) + xlim(0,1)
 
 
 ggarrange(icc_exp, icc_chi,
@@ -585,10 +584,10 @@ ggarrange(bad, good,
 df.icc.normativity<-read.csv("OUTPUT/df.icc.normativity.csv")
 
 icc_normative <- ggplot(df.icc.normativity[df.icc.normativity$data_set == 'aclew',], aes(x = icc_adjusted, fill = normative)) + geom_density(alpha = 0.5) + theme(legend.position = "top", axis.title.y=element_blank() ) +labs( x = "ICC ACLEW")+
-  geom_jitter( aes(x = icc_adjusted,y=0,colour=normative))+ scale_fill_colorblind() +scale_colour_manual(values=cbPalette)
+  geom_jitter( aes(x = icc_adjusted,y=0,colour=normative))+ scale_fill_colorblind() +scale_colour_manual(values=cbPalette) + xlim(0,1)
 
 icc_non_normative <- ggplot(df.icc.normativity[df.icc.normativity$data_set == 'lena',], aes(x = icc_adjusted, fill = normative)) + geom_density(alpha = 0.5) + theme(legend.position = "top", axis.title.y=element_blank() ) +labs( x = "ICC LENA")+
-  geom_jitter(aes(x = icc_adjusted,y=0,colour=normative))+ scale_fill_colorblind()+scale_colour_manual(values=cbPalette)
+  geom_jitter(aes(x = icc_adjusted,y=0,colour=normative))+ scale_fill_colorblind()+scale_colour_manual(values=cbPalette) + xlim(0,1)
 
 
 ggarrange(icc_normative, icc_non_normative,