outcome,level,n,control_mean,treat_mean,diff,se,ci_lo,ci_hi,t,p,p_wilcoxon,cohen_d,pct_change,cell,p_holm mad_pct,placebo_shock,30,0.6282540919469869,0.5228496884134599,-0.10540440353352701,0.026083152914030898,-0.15875044103358302,-0.052058366033471005,-4.041091346622704,0.0003577844519032193,0.00012333691120147705,-0.7377989624947277,-16.777352489161533,placebo_shock,0.0010733533557096579 time_to_absorb,placebo_shock,0,,,,,,,,,,,,placebo_shock, spread_bp,placebo_shock,30,20.68987407852468,19.02562407892965,-1.664249999595028,0.9104903111467902,-3.526411772827072,0.19791177363701595,-1.8278612954143953,0.07787609209897943,0.09194962680339813,-0.3337202878296929,-8.043789891029146,placebo_shock,0.15575218419795886 n_bubbles,placebo_shock,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,placebo_shock, max_dd,placebo_shock,30,0.03313559734901605,0.03124532261713216,-0.0018902747318838898,0.0019984533683765375,-0.005977570799307531,0.002197021335539752,-0.9458688212572467,0.35203053516393307,0.5676916025573617,-0.17269122994780536,-5.704664720462692,placebo_shock,0.35203053516393307 mad_pct,trend_heavy,30,0.6282540919469869,1.4894389768807208,0.8611848849337337,0.12460249142834758,0.6063441759808911,1.1160255938865764,6.911457989818417,1.353654392090594e-07,5.587935447692871e-09,1.261853815424286,137.07588951229653,trend_heavy,5.414617568362376e-07 time_to_absorb,trend_heavy,30,25.266666666666666,34.46666666666667,9.2,5.806140229775379,-2.6748901043157947,21.07489010431579,1.584529418152878,0.12391908710163213,0.5270892568655381,0.28929416845095574,36.41160949868073,trend_heavy,0.12391908710163213 spread_bp,trend_heavy,30,20.68987407852468,34.62717383838306,13.937299759858377,2.3683605689552474,9.09345852097283,18.781140998743922,5.884787959464519,2.185900359452944e-06,6.917864084243774e-06,1.0744103705111714,67.36290277534737,trend_heavy,6.557701078358832e-06 n_bubbles,trend_heavy,30,0.0,0.13333333333333333,0.13333333333333333,0.06312427686319992,0.004229691154525234,0.2624369755121414,2.112235418114766,0.04339741781077554,0.045500263896358396,0.38563966175427117,,trend_heavy,0.08679483562155108 max_dd,trend_heavy,30,0.03313559734901605,0.06073696070483838,0.027601363355822337,0.0035535803541489716,0.02033347547981643,0.03486925123182825,7.767198319744326,1.4490308139866929e-08,6.910413503646851e-07,1.4180899094467303,83.29822174351703,trend_heavy,7.245154069933464e-08 mad_pct,leverage_heavy,30,0.6282540919469868,2.7377706861587074,2.109516594211721,0.3305427178910657,1.4334808295898052,2.7855523588336366,6.381978727805273,5.616661224433371e-07,3.725290298461914e-09,1.1651845702456902,335.7744296856447,leverage_heavy,2.2466644897733486e-06 time_to_absorb,leverage_heavy,30,25.266666666666666,52.8,27.533333333333335,7.952550857058357,11.268540589909744,43.79812607675693,3.4622014782710733,0.001683414812682758,0.006827030024128609,0.6321086160922663,108.97097625329816,leverage_heavy,0.001683414812682758 spread_bp,leverage_heavy,30,20.68987407852468,36.2576549639099,15.56778088538522,3.372307612659998,8.67063739358322,22.46492437718722,4.616358492013638,7.358646567477631e-05,0.00013739429414272308,0.8428278932021339,75.24347816859841,leverage_heavy,0.00022075939702432895 n_bubbles,leverage_heavy,30,0.0,0.9,0.9,0.22154110176243813,0.4468975717247238,1.3531024282752764,4.062451585011451,0.00033757404082763944,0.0004730724812796508,0.741698790627796,,leverage_heavy,0.0006751480816552789 max_dd,leverage_heavy,30,0.03313559734901605,0.07811242732953337,0.04497682998051735,0.0053174112134795224,0.0341015029473002,0.0558521570137345,8.45840732920976,2.5464721711326792e-09,2.60770320892334e-08,1.5442868315917369,135.73568481889137,leverage_heavy,1.2732360855663396e-08 mad_pct,leverage_heavy_funding_shock,30,0.6282540919469867,2.9586048405126144,2.3303507485656274,0.3309132677965215,1.6535571242931841,3.007144372838071,7.042179856017618,9.569332641420283e-08,1.862645149230957e-09,1.285720253716444,370.9248818967131,leverage_heavy_funding_shock,3.827733056568113e-07 time_to_absorb,leverage_heavy_funding_shock,30,25.266666666666666,60.43333333333333,35.166666666666664,7.943924640712425,18.91951651661322,51.41381681672011,4.426863075517904,0.00012425575522840936,0.000614000783560083,0.8082309218159505,139.1820580474934,leverage_heavy_funding_shock,0.00012425575522840936 spread_bp,leverage_heavy_funding_shock,30,20.68987407852468,38.00473078793235,17.31485670940766,3.345013937297895,10.47353505149898,24.156178367316343,5.176318255760278,1.553831088819794e-05,7.910653948783875e-05,0.9450620911685667,83.68758864211667,leverage_heavy_funding_shock,3.107662177639588e-05 n_bubbles,leverage_heavy_funding_shock,30,0.0,1.3666666666666667,1.3666666666666667,0.24203796288790566,0.8716434504469067,1.8616898828864268,5.6464971459853475,4.2177639491799116e-06,4.338803172973628e-05,1.0309046192482385,,leverage_heavy_funding_shock,1.2653291847539736e-05 max_dd,leverage_heavy_funding_shock,30,0.03313559734901605,0.094022027434633,0.06088643008561697,0.006712607068457487,0.047157607133218205,0.07461525303801574,9.070459430244629,5.752487239564372e-10,9.313225746154785e-09,1.6560317456268137,183.749305752066,leverage_heavy_funding_shock,2.876243619782186e-09 mad_pct,liquidity_shock,30,0.6282540919469867,0.6375685616065419,0.00931446965955498,0.027251007041271744,-0.04642009771922102,0.06504903703833098,0.341802768809541,0.734963913094271,0.8871948085725307,0.062404362231569616,1.4825959399148576,liquidity_shock,0.734963913094271 time_to_absorb,liquidity_shock,30,25.266666666666666,33.166666666666664,7.9,3.8561340893364338,0.013320256450725765,15.786679743549275,2.0486839453654575,0.04963907844851497,0.015751121568152216,0.3740368033584474,31.266490765171504,liquidity_shock,0.19855631379405989 spread_bp,liquidity_shock,30,20.68987407852468,19.38476399998455,-1.305110078540125,0.9903887839086476,-3.3306825766258523,0.7204624195456022,-1.3177755036657472,0.1978946216645057,0.23665234446525574,-0.24059178969515382,-6.3079653050898985,liquidity_shock,0.3957892433290114 n_bubbles,liquidity_shock,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,liquidity_shock, max_dd,liquidity_shock,30,0.03313559734901605,0.03023922492546186,-0.0028963724235541942,0.0018099280248392202,-0.006598090870082065,0.0008053460229736757,-1.6002693940337684,0.12037802875949395,0.09749059620220792,-0.29216788173247266,-8.740969396286442,liquidity_shock,0.36113408627848187 mad_pct,info_low,30,0.6282540919469867,0.6026463991451105,-0.025607692801876355,0.02365127473041428,-0.07397998095474381,0.022764595350991106,-1.0827193499615573,0.28785378862941297,0.370740607380867,-0.1976766038070917,-4.076008915838018,info_low,0.8635613658882388 time_to_absorb,info_low,30,25.266666666666666,24.966666666666665,-0.3,2.7780543923574554,-5.981759190706424,5.381759190706425,-0.1079892462960094,0.914747917936226,0.34541581215055495,-0.019716048721435186,-1.187335092348285,info_low,1.0 spread_bp,info_low,30,20.68987407852468,20.27325361817352,-0.4166204603511574,0.9304469506093098,-2.3195981441693014,1.4863572234669868,-0.4477637979019981,0.6576507775114152,0.761065473780036,-0.08175011084836957,-2.0136442530773735,info_low,1.0 n_bubbles,info_low,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,info_low, max_dd,info_low,30,0.03313559734901605,0.030426155138508,-0.0027094422105080505,0.0015618758372030641,-0.00590383697008659,0.00048495254907048946,-1.7347359796281858,0.0934060931939269,0.19807579927146435,-0.31671800911939324,-8.176832250735044,info_low,0.3736243727757076 mad_pct,info_high,30,0.6282540919469868,0.5836351107537951,-0.044618981193191805,0.030384585406036172,-0.10676243592952975,0.01752447354314613,-1.468474247613984,0.15273974817339347,0.06056523136794567,-0.2681054901778686,-7.102059782040678,info_high,0.30547949634678695 time_to_absorb,info_high,30,25.266666666666666,26.2,0.9333333333333333,3.646737900920172,-6.525083118717398,8.391749785384064,0.25593649960361226,0.7998066240890291,0.8192500254019224,0.046727398040603475,3.6939313984168867,info_high,0.7998066240890291 spread_bp,info_high,30,20.68987407852468,17.674358574644632,-3.01551550388005,0.8436325288226298,-4.740937758895465,-1.2900932488646346,-3.574441952930017,0.0012527919846749588,0.0008718203753232956,-0.6526008293708632,-14.574837393573327,info_high,0.005011167938699835 n_bubbles,info_high,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,info_high, max_dd,info_high,30,0.03313559734901605,0.02785980850434493,-0.005275788844671122,0.002186873838565948,-0.009748448042910727,-0.0008031296464315165,-2.412479746948157,0.02239567174887383,0.005382779985666275,-0.44045652564262017,-15.92181601285599,info_high,0.06718701524662149 mad_pct,misleading_news,30,0.6282540919469868,0.7072928549950189,0.07903876304803209,0.01962027022094286,0.038910804805506176,0.119166721290558,4.028423775920547,0.0003703271034647764,0.0009753641365557986,0.7354861910872733,12.5807000799768,misleading_news,0.0014813084138591056 time_to_absorb,misleading_news,30,25.266666666666666,23.166666666666668,-2.1,1.8403835182518,-5.864006924421055,1.6640069244210554,-1.1410665109600702,0.263177805181749,0.281084103394311,-0.2083292892221821,-8.311345646437996,misleading_news,0.263177805181749 spread_bp,misleading_news,30,20.68987407852468,23.515916018260548,2.8260419397358745,1.0597430147248355,0.6586241129775665,4.993459766494182,2.6667238193305405,0.012395591106970309,0.03692078702122783,0.48687493016122274,13.659058189576903,misleading_news,0.024791182213940617 n_bubbles,misleading_news,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,misleading_news, max_dd,misleading_news,30,0.03313559734901605,0.038069095171641455,0.004933497822625399,0.0016643866992440011,0.001529444809360158,0.008337550835890639,2.964153597758439,0.006012508226009911,0.014990431977029232,0.5411779298007972,14.888815103168488,misleading_news,0.018037524678029732 mad_pct,breaker_5,30,0.6282540919469868,0.6436703744684233,0.015416282521436609,0.008871426884037416,-0.0027278227098096845,0.0335603877526829,1.7377455422842427,0.09286600685468777,0.10880943004054569,0.31726747757104234,2.4538292259523335,breaker_5,0.37146402741875106 time_to_absorb,breaker_5,30,25.266666666666666,25.133333333333333,-0.13333333333333333,0.1333333333333333,-0.4060306189510271,0.13936395228436047,-1.0000000000000002,0.3255819880161932,0.31731050786291415,-0.1825741858350554,-0.5277044854881267,breaker_5,0.6511639760323864 spread_bp,breaker_5,30,20.68987407852468,20.599037031113088,-0.09083704741159479,0.059877925033521344,-0.2133011545995525,0.03162705977636293,-1.5170373282097143,0.14008374994513234,0.10880943004054569,-0.27697185507927624,-0.43904108389852536,breaker_5,0.420251249835397 n_bubbles,breaker_5,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,breaker_5, max_dd,breaker_5,30,0.03313559734901605,0.0331720767406367,3.64793916206511e-05,0.0003926976674050562,-0.0007666775181525395,0.0008396363013938418,0.09289434251470526,0.9266262966626592,1.0,0.016960108953305082,0.1100912448820976,breaker_5,0.9266262966626592 mad_pct,poslimit_300,30,0.6282540919469867,1.8911586792602284,1.2629045873132414,0.19593886537029576,0.8621646118120634,1.6636445628144194,6.445401145538619,4.729705740517956e-07,9.313225746154785e-09,1.1767638665270463,201.01812363839053,poslimit_300,1.8918822962071823e-06 time_to_absorb,poslimit_300,30,25.266666666666666,53.3,28.033333333333335,8.112780230299235,11.440834726217158,44.625831940449515,3.455453314097644,0.0017134343335242206,0.00545559119110836,0.6308765755124212,110.94986807387863,poslimit_300,0.005140303000572662 spread_bp,poslimit_300,30,20.68987407852468,38.48234651034019,17.792472431815515,1.9105986967985755,13.884859342902955,21.700085520728077,9.312511550242768,3.2378780191024443e-10,4.6566128730773926e-08,1.7002242143651225,85.99604020927048,poslimit_300,1.6189390095512222e-09 n_bubbles,poslimit_300,30,0.0,0.6333333333333333,0.6333333333333333,0.1946605258045745,0.23520785580467946,1.031458810861987,3.2535272917589646,0.0028932275163866,0.004508698364904228,0.5940100963850257,,poslimit_300,0.0057864550327732 max_dd,poslimit_300,30,0.03313559734901605,0.034456638636437525,0.0013210412874214686,0.002740865520307808,-0.004284658119811537,0.006926740694654474,0.4819796074026687,0.6334381365601258,0.4771064817905426,0.08799703441064186,3.9867737210438325,poslimit_300,0.6334381365601258 mad_pct,auction_5,30,0.6282540919469867,1.35564882733449,0.7273947353875033,0.11832214381516283,0.4853987795360435,0.9693906912389632,6.147579074664201,1.0633232074358769e-06,1.862645149230957e-09,1.1223892444134396,115.78034185710999,auction_5,3.1899696223076306e-06 time_to_absorb,auction_5,30,25.266666666666666,25.1,-0.16666666666666666,3.980724630312361,-8.308162677749255,7.974829344415922,-0.04186842400439756,0.9668905278378153,0.2664233269499078,-0.007644093424799773,-0.6596306068601583,auction_5,0.9668905278378153 spread_bp,auction_5,0,,,,,,,,,,,,auction_5, n_bubbles,auction_5,30,0.0,0.13333333333333333,0.13333333333333333,0.0792686880439847,-0.02878933714719442,0.29545600381386106,1.68204289264065,0.10329970911247405,0.10247043485974941,0.30709761166350813,,auction_5,0.2065994182249481 max_dd,auction_5,30,0.03313559734901605,0.05628606196832761,0.02315046461931156,0.0032313309119088966,0.016541650854735784,0.029759278383887335,7.164374448309136,6.931526079709137e-08,5.587935447692871e-09,1.3080298319175145,69.86584359855824,auction_5,2.7726104318836547e-07 mad_pct,mock_llm_25_indep,30,0.6282540919469867,0.6573609826050393,0.02910689065805242,0.04227381377767932,-0.05735276636605522,0.11556654768216007,0.6885324047441619,0.4965892162378058,0.5978077705949545,0.12570824321721819,4.632980673130024,mock_llm_25_indep,0.9931784324756116 time_to_absorb,mock_llm_25_indep,30,25.266666666666666,28.233333333333334,2.966666666666667,2.9774954117853922,-3.1229952088309387,9.056328542164273,0.9963631362534218,0.3273152497245478,0.8483154780154493,0.1819101883975308,11.741424802110819,mock_llm_25_indep,0.9819457491736434 spread_bp,mock_llm_25_indep,30,20.68987407852468,16.25631641329572,-4.43355766522896,0.9814521456395995,-6.440852685825813,-2.426262644632108,-4.5173447171381635,9.678202704795945e-05,0.00013739429414272308,-0.8247505338677887,-21.428635323744324,mock_llm_25_indep,0.0003871281081918378 n_bubbles,mock_llm_25_indep,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,mock_llm_25_indep, max_dd,mock_llm_25_indep,30,0.03313559734901605,0.032746308923070254,-0.0003892884259457959,0.0021208214839804843,-0.0047268553906545515,0.00394827853876296,-0.18355548964694385,0.8556395780450193,0.7000329215079546,-0.03351249407784571,-1.174834489462903,mock_llm_25_indep,0.9931784324756116 mad_pct,mock_llm_50_indep,30,0.6282540919469867,0.6798607327887491,0.05160664084176238,0.031913313378619,-0.013663413658859397,0.11687669534238415,1.6170881484320376,0.11668682433457425,0.06989291124045849,0.2952385521234964,8.214294423746795,mock_llm_50_indep,0.28389459081403096 time_to_absorb,mock_llm_50_indep,30,25.266666666666666,28.3,3.033333333333333,1.7554403667530416,-0.5569453397462927,6.623612006412959,1.7279614795140847,0.09463153027134365,0.11816765662651728,0.3154811602766217,12.00527704485488,mock_llm_50_indep,0.28389459081403096 spread_bp,mock_llm_50_indep,30,20.68987407852468,13.567124315838702,-7.1227497626859755,0.815297624544483,-8.790220631564733,-5.455278893807219,-8.736379879268684,1.2878226187043234e-09,1.862645149230957e-09,-1.5950374436032393,-34.42625960724973,mock_llm_50_indep,5.151290474817294e-09 n_bubbles,mock_llm_50_indep,30,0.0,0.0,0.0,0.0,0.0,0.0,,,1.0,,,mock_llm_50_indep, max_dd,mock_llm_50_indep,30,0.03313559734901605,0.03175647106215273,-0.0013791262868633192,0.002565621448445398,-0.00662641132371529,0.003868158749988652,-0.5375408315591457,0.5949953367044932,1.0,-0.09814107967500967,-4.162068582428232,mock_llm_50_indep,0.5949953367044932