diff --git a/input/alignment_adjustment_series.xlsx b/input/alignment_adjustment_series.xlsx
index 3ee0856e9..7a16ba697 100644
Binary files a/input/alignment_adjustment_series.xlsx and b/input/alignment_adjustment_series.xlsx differ
diff --git a/src/test/java/simpaths/integrationtest/expected/AlignmentAdjustmentFactors1.csv b/src/test/java/simpaths/integrationtest/expected/AlignmentAdjustmentFactors1.csv
index 6d1cb2fca..ef10d43fa 100644
--- a/src/test/java/simpaths/integrationtest/expected/AlignmentAdjustmentFactors1.csv
+++ b/src/test/java/simpaths/integrationtest/expected/AlignmentAdjustmentFactors1.csv
@@ -1,9 +1,9 @@
 run,time,id_AlignmentAdjustmentFactors1,empShareSimACFemales,empShareSimACMales,empShareSimCouples,empShareSimSingleDepFemales,empShareSimSingleDepMales,empShareSimSingleFemales,empShareSimSingleMales,empShareTgtACFemales,empShareTgtACMales,empShareTgtCouples,empShareTgtSingleDepFemales,empShareTgtSingleDepMales,empShareTgtSingleFemales,empShareTgtSingleMales,fertilityAdjFactor,fertilityRateSim,fertilityRateTgt,inSchoolAdjFactor,inSchoolShareSim,inSchoolShareTgt,partnershipAdjFactor,shareCohabitingSim,shareCohabitingTgt,utilityAdjACFemales,utilityAdjACMales,utilityAdjCouples,utilityAdjSingleDepFemales,utilityAdjSingleDepMales,utilityAdjSingleFemales,utilityAdjSingleMales
-1,2019.0,1,0.5623931623931624,0.5619047619047619,0.8590878148400273,0.3333333333333333,0.44308943089430897,0.43822697265011,0.5445244410761653,0.5403293808853606,0.5311791259117856,0.8735970003111929,0.3943366638089926,0.46535641588110904,0.44388496690103335,0.4705375056413739,-0.279462622342386,0.05029585798816568,0.05113363440615968,0.0,0.281711358843025,0.3023858368396759,-0.613869665517935,0.5387792565396972,0.632472038269043,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-1,2020.0,1,0.4572025052192067,0.5439252336448598,0.9011560693641618,0.4639175257731959,0.4928571428571429,0.3284644194756554,0.42614440773949974,0.5501985392408713,0.5109522836960044,0.8754389771797882,0.3941959194429085,0.46203656399953613,0.44281420563924695,0.4648045911203806,-0.2659197918000082,0.04826913700633837,0.04996578478889472,0.0,0.29220583809810413,0.2760101854801178,1.5824384150734823,0.6261676222379695,0.6234807968139648,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-1,2021.0,1,0.4908722109533469,0.5415162454873647,0.9236131280859715,0.4889589905362776,0.5,0.39237581825182904,0.47211350293542076,0.5382718801505548,0.5130523068280014,0.8776418122289941,0.39809788164553633,0.46415923362147143,0.4451259300414946,0.4776386065456221,-0.25543875103684177,0.04734895191122072,0.04833442666835588,0.0,0.31303030303030305,0.27926552295684814,0.6108032645394403,0.6330322580645161,0.6310330629348755,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-1,2022.0,1,0.4772344013490725,0.5787037037037037,0.9318777292576419,0.4968051118210863,0.49166666666666664,0.4214630523579651,0.4913023037141514,0.5382469728746202,0.5423248579660446,0.8712018643202526,0.4133664269810563,0.4635896862300199,0.45305412911862847,0.5097880138188646,-0.24930347300809638,0.047469879518072286,0.04938041570024613,0.0,0.3028588445503276,0.26489490270614624,-0.08224154272219575,0.6154919748778785,0.6104874014854431,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2,2019.0,1,0.5623931623931624,0.5625990491283677,0.8589656345695815,0.3341584158415842,0.4426229508196721,0.44052863436123346,0.5452823039029936,0.5403293808853606,0.5311791259117856,0.8735970003111929,0.3943366638089926,0.46535641588110904,0.44388496690103335,0.4705375056413739,-0.279462622342386,0.05025868440502587,0.05113363440615968,0.0,0.28154170430593195,0.3023858368396759,-0.613869665517935,0.5392124746118063,0.632472038269043,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2,2020.0,1,0.4978813559322034,0.515828677839851,0.8992361927144535,0.4641638225255973,0.4933920704845815,0.32093198045847426,0.4190655969797074,0.5501985392408713,0.5109522836960044,0.8754389771797882,0.3941959194429085,0.46203656399953613,0.44281420563924695,0.4648045911203806,-0.2659197918000082,0.048672566371681415,0.04996578478889472,0.0,0.29518619436875565,0.2760101854801178,1.6128880808812671,0.6256224535989136,0.6234807968139648,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2,2021.0,1,0.522633744855967,0.5334538878842676,0.9188473978241694,0.49050632911392406,0.5,0.3835774865073246,0.4631992149165849,0.5382718801505548,0.5130523068280014,0.8776418122289941,0.39809788164553633,0.46415923362147143,0.4451259300414946,0.4776386065456221,-0.25543875103684177,0.05064870259481038,0.04833442666835588,0.0,0.30357688780189546,0.27926552295684814,0.6260778621212384,0.6321115796302303,0.6310330629348755,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2,2022.0,1,0.4809688581314879,0.5720930232558139,0.9282768777614139,0.495253164556962,0.492156862745098,0.42316176470588235,0.4920856610800745,0.5382469728746202,0.5423248579660446,0.8712018643202526,0.4133664269810563,0.4635896862300199,0.45305412911862847,0.5097880138188646,-0.24930347300809638,0.04760753987433543,0.04938041570024613,0.0,0.3075771188978736,0.26489490270614624,-0.030286161899442665,0.6137847948766724,0.6104874014854431,0.0,0.0,0.0,0.0,0.0,0.0,0.0
\ No newline at end of file
+1,2019.0,1,0.5623931623931624,0.5619047619047619,0.8590878148400273,0.3333333333333333,0.44308943089430897,0.43822697265011,0.5445244410761653,0.5403293808853606,0.5311791259117856,0.8735970003111929,0.3943366638089926,0.465356415881109,0.4438849669010334,0.4705375056413739,0.0,0.05029585798816568,0.05113363440615968,0.0,0.281711358843025,0.3023858368396759,0.0,0.5387792565396972,0.632472038269043,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+1,2020.0,1,0.4490644490644491,0.5430711610486891,0.9006183745583038,0.4628975265017668,0.4928571428571429,0.3294559099437148,0.4270193670288144,0.5501985392408713,0.5109522836960044,0.8754389771797882,0.3941959194429085,0.4620365639995361,0.4428142056392469,0.4648045911203806,0.0,0.04911932522947159,0.04996578478889472,0.0,0.2927051671732523,0.2760101854801178,1.5821116748810904,0.6229102972744422,0.6234807968139648,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+1,2021.0,1,0.4869215291750503,0.5420393559928444,0.9227951948432465,0.48757763975155277,0.5,0.3946153846153846,0.46794871794871795,0.5382718801505548,0.5130523068280014,0.8776418122289941,0.3980978816455363,0.4641592336214714,0.4451259300414946,0.4776386065456221,0.0,0.05611866501854141,0.04833442666835588,0.0,0.3145210494203783,0.2792655229568481,0.6144920895048563,0.632198783486476,0.6310330629348755,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+1,2022.0,1,0.48047538200339557,0.5859969558599696,0.9292551600358959,0.4968454258675079,0.4911111111111111,0.4233060312732688,0.4943127962085308,0.5382469728746202,0.5423248579660446,0.8712018643202526,0.4133664269810563,0.4635896862300199,0.4530541291186285,0.5097880138188646,0.0,0.048714144411473786,0.04938041570024613,0.0,0.30343569474004256,0.2648949027061462,0.0,0.6114969135802469,0.6104874014854431,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+2,2019.0,1,0.5623931623931624,0.5625990491283677,0.8589656345695815,0.3341584158415842,0.4426229508196721,0.44052863436123346,0.5452823039029936,0.5403293808853606,0.5311791259117856,0.8735970003111929,0.3943366638089926,0.465356415881109,0.4438849669010334,0.4705375056413739,0.0,0.05025868440502587,0.05113363440615968,0.0,0.28154170430593195,0.3023858368396759,0.0,0.5392124746118063,0.632472038269043,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+2,2020.0,1,0.4968421052631579,0.516728624535316,0.8993448481238833,0.46539792387543255,0.49336283185840707,0.32274934628315277,0.424,0.5501985392408713,0.5109522836960044,0.8754389771797882,0.3941959194429085,0.4620365639995361,0.4428142056392469,0.4648045911203806,0.0,0.05358471843215083,0.04996578478889472,0.0,0.29526123936816523,0.2760101854801178,1.612974117630252,0.6220344491387715,0.6234807968139648,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+2,2021.0,1,0.5205761316872428,0.5346715328467153,0.917028670721112,0.49226006191950467,0.4981060606060606,0.3816240945482272,0.4680954700438383,0.5382718801505548,0.5130523068280014,0.8776418122289941,0.3980978816455363,0.4641592336214714,0.4451259300414946,0.4776386065456221,0.0,0.0693359375,0.04833442666835588,0.0,0.3032316520688614,0.2792655229568481,0.6963461123195624,0.6335985626283368,0.6310330629348755,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+2,2022.0,1,0.5,0.5669781931464174,0.9274832419256551,0.49528301886792453,0.49616858237547895,0.41851986875683556,0.49280742459396754,0.5382469728746202,0.5423248579660446,0.8712018643202526,0.4133664269810563,0.4635896862300199,0.4530541291186285,0.5097880138188646,0.0,0.048666007905138337,0.04938041570024613,0.0,0.31293759512937597,0.2648949027061462,0.0,0.6077348066298343,0.6104874014854431,0.0,0.0,0.0,0.0,0.0,0.0,0.0
\ No newline at end of file
diff --git a/src/test/java/simpaths/integrationtest/expected/EmploymentStatistics1.csv b/src/test/java/simpaths/integrationtest/expected/EmploymentStatistics1.csv
index 19826eaf1..40f4062bf 100644
--- a/src/test/java/simpaths/integrationtest/expected/EmploymentStatistics1.csv
+++ b/src/test/java/simpaths/integrationtest/expected/EmploymentStatistics1.csv
@@ -1,9 +1,9 @@
 run,time,id_EmploymentStatistics1,labEmpShare,labEmpToNotEmpShare,labNotEmpToEmpShare,labUnempShare
 1,2019.0,1,0.712445288628293,0.0,0.0,0.15533900404657694
-1,2020.0,1,0.7192882213696841,0.07632730946234145,0.4062992125984252,0.15141621092155744
-1,2021.0,1,0.7567169069462647,0.016856441169903997,0.3763955342902711,0.10468545216251639
-1,2022.0,1,0.7671254930371086,0.024914356898162567,0.29037149355572406,0.09820494244546406
+1,2020.0,1,0.7179465983301645,0.07705459933888066,0.40707497360084477,0.1521864925188063
+1,2021.0,1,0.7549962990377498,0.017055655296229804,0.37520042757883487,0.1052718151163747
+1,2022.0,1,0.7653805193741297,0.024130966301690232,0.2925531914893617,0.09838617186859998
 2,2019.0,1,0.7128238983330583,0.0,0.0,0.15514111239478462
-2,2020.0,1,0.712516404199475,0.07951725693661177,0.38656795346377576,0.15616797900262466
-2,2021.0,1,0.7503300330033004,0.018074343526202113,0.36666666666666664,0.1117986798679868
-2,2022.0,1,0.7626559356136821,0.02367235780873573,0.29466192170818506,0.09995975855130784
\ No newline at end of file
+2,2020.0,1,0.7118686034995048,0.08054987502840263,0.3896863370547581,0.1563222185539782
+2,2021.0,1,0.749267578125,0.01794526693584567,0.3625701172870984,0.11368815104166667
+2,2022.0,1,0.7578534031413613,0.025056215868936717,0.2981843575418994,0.10258507853403141
\ No newline at end of file
diff --git a/src/test/java/simpaths/integrationtest/expected/HealthStatistics1.csv b/src/test/java/simpaths/integrationtest/expected/HealthStatistics1.csv
index bc7752b22..ab2d0fb5d 100644
--- a/src/test/java/simpaths/integrationtest/expected/HealthStatistics1.csv
+++ b/src/test/java/simpaths/integrationtest/expected/HealthStatistics1.csv
@@ -2,24 +2,24 @@ run,time,id_HealthStatistics1,demLifeSatScore0to10Avg,demLifeSatScore0to10P10,de
 1,2019.0,1,6.798653101737303,3.33,5.0,8.0,8.33,8.33,Total,8313.63015908381,68496.43000000333,47.53391960297742,33.416,42.19,49.52,54.79,57.73,10075,51.020747394541296,36.17,47.59,54.51,57.49,59.64,11.50302729528536,6.0,8.0,10.0,13.0,19.0
 1,2019.0,1,6.82559311740912,3.33,5.0,8.0,8.33,8.33,Male,4178.113558218262,33718.430000001055,48.500955465587225,35.652,43.66,50.86,55.197500000000005,58.15,4940,51.79769838056671,39.08,49.0,54.77,57.49,59.31,10.857489878542511,6.0,8.0,10.0,12.0,17.0
 1,2019.0,1,6.77273612463507,3.33,5.0,8.0,8.33,8.33,Female,4135.516600865757,34778.000000001084,46.60360662122688,31.608,40.8,48.87,54.2,57.33,5135,50.27330087633859,34.18,45.74,54.03,57.49,59.89,12.124050632911393,6.0,8.0,11.0,14.0,21.0
-1,2020.0,1,6.620750547143055,3.779919704698525,5.233206491021548,6.733308823057603,8.17063065506178,9.463024707239343,Total,8241.253820548856,67657.44984125489,45.95746762744464,32.83866992060202,39.425043675855456,46.37967471166754,52.93963038300623,58.81271290479315,10219,51.32172181435569,37.55516937775139,45.46289011822666,52.356086919490465,58.475042153950085,63.4339470157204,12.651926134337847,5.742782402250355,8.792122676148566,12.293970728316063,16.168501560117733,19.98785436940258
-1,2020.0,1,6.637606389576152,3.8184159451999298,5.299490015381481,6.749271748246258,8.150940414570025,9.466586308302135,Male,4153.954529668203,33267.68322455567,47.22862141983931,34.82339955801986,40.98349218982254,47.500410694881445,53.82660919879816,59.649314701163064,5012,52.05924889391922,39.16596672669863,46.19784549832359,52.808808045992805,58.89288736674495,63.85178400872757,11.919314795782537,5.278346567220785,8.195301759955324,11.639061952083665,15.323831964540638,18.948287966714712
-1,2020.0,1,6.604525949049183,3.7542909938761984,5.1612627475354165,6.712398015040273,8.190313687617444,9.459183136562523,Female,4087.2992908806623,34389.7666166991,44.73391801970805,31.3476775575153,38.126890509817606,45.16529691023474,51.830234772441926,57.698535261855284,5207,50.61181481939273,35.91486366889823,44.48667591974852,51.869378728424245,58.05999020625031,63.01298089104152,13.357101480763502,6.210797928803866,9.446619909682243,12.963159237168462,16.860786748427394,21.025972100196174
-1,2021.0,1,6.6269972645495825,3.872785671703136,5.226815865514426,6.713893639675902,8.166991834156136,9.457425069064628,Total,8194.164909285311,67409.81617499836,45.74228623248273,32.53388035232254,38.892834838175816,45.95678792383191,52.824583617119444,58.78592521668164,10172,51.59268885368547,37.9972442656076,44.988351045396506,52.14065321741188,58.85053984429855,64.54634729536629,12.860204717103832,5.848003945874805,9.003305960423488,12.724569872084416,16.525955667284457,19.905573091843863
-1,2021.0,1,6.65743428786115,3.9339645954492277,5.2730625289337905,6.717911971166861,8.20030266767493,9.462800031747925,Male,4107.772422075325,33147.365319260665,47.02083785166053,34.221479171102594,40.321473982257515,47.17192009825044,53.82705386726819,59.92116744196057,4979,52.17181541274111,39.26479218156785,45.717031248619406,52.55715634693674,58.998310648441596,64.76510379088934,12.266392568855066,5.275596437408333,8.557966496254549,12.142337404754137,15.857702137053412,19.3437473150315
-1,2021.0,1,6.597814530278737,3.8109663091051518,5.187076069817955,6.704770968536875,8.128114341609681,9.452951245078125,Female,4086.392487209991,34262.45085573748,44.516422856421826,31.118223339069093,37.25605973916984,44.65695056624028,51.74427010165252,57.710507660536265,5193,51.03742770646095,36.73480487734666,44.181194483190296,51.72496882010549,58.69069723278915,64.36287632817056,13.42954627037387,6.460683568402761,9.51011717079545,13.316232401572057,17.13494143192364,20.379365691565873
-1,2022.0,1,6.463388875563361,3.61869315523015,5.083590332734711,6.53162184831892,8.01705285177274,9.328581977354725,Total,8221.169154325702,66934.85519533417,45.479729912361705,32.25386622000384,38.61747074724565,45.4728742243383,52.44997236735041,58.59908141364181,10356,50.94191931500898,37.117052142304914,44.12608111089164,51.33013529495807,58.17365919336333,64.32526055080689,12.804724585074235,5.774628865325765,9.070629036602275,12.741704993229549,16.37520856817555,19.901719612403255
-1,2022.0,1,6.488635306137396,3.6474819413170954,5.116505257360913,6.549077057656427,8.037805809374863,9.341827591201206,Male,4117.727933767086,32851.96055497364,46.60486430376953,33.36678552973327,39.730041617343645,46.56902885675077,53.43240892312547,59.78449012951627,5063,51.64737006019959,38.12239994895629,44.90136516847476,51.957597094541036,58.54307918449458,64.87917754397607,12.25063538973118,5.4263415053653095,8.612676774591522,12.20062915985358,15.725921033523093,19.287329450318488
-1,2022.0,1,6.439239493739054,3.595767918371492,5.057154809892923,6.518604906559031,7.993041249797759,9.324963022690959,Female,4103.441220558604,34082.89464036081,44.403486680980784,31.042863698751333,37.61149192938774,44.441778079501596,51.34218571819926,57.42456228308562,5293,50.26712295700777,36.106539444890245,43.332547976170645,50.71093495042631,57.74165888778904,64.04083423085133,13.334736600192674,6.193124577589115,9.60853723978057,13.31729385072847,16.94653394398081,20.452875566930782
+1,2020.0,1,6.614806277820939,3.7652355184266857,5.222159166466565,6.73130080543587,8.167188927274207,9.45956341274334,Total,8122.234182597935,66670.63247415725,45.90342611199893,32.76041987699348,39.425043675855456,46.32990279244976,52.889580175608465,58.779144471354584,10079,51.314342379913974,37.465146285572544,45.45385183126206,52.34846463570141,58.46412703157919,63.46259609758929,12.66129172949517,5.742782402250355,8.795173831748784,12.318044450919373,16.18488573396826,20.002347795486234
+1,2020.0,1,6.626682939869295,3.805744796504718,5.29191430833556,6.7436549444174805,8.14092961555648,9.448738725825232,Male,4089.700484077567,32755.693771773927,47.16050603926155,34.72060242044466,40.92513830937019,47.45773118565858,53.81656104438177,59.635697316209274,4943,51.998524755031596,39.09571334878134,46.15503257361284,52.75851350330392,58.80535525171222,63.8502526991901,11.931928480528107,5.295914143632904,8.215790931227666,11.645461286448139,15.335487311411011,18.97702901756019
+1,2020.0,1,6.603375915573099,3.7461330212911594,5.148107115427289,6.7153196174055685,8.193749301404642,9.471154701795063,Female,4032.5336985203794,33914.938702383435,44.69358458542929,31.334291564943996,38.157554028392056,45.15482563930577,51.82957716526933,57.61215428517951,5136,50.65587012909507,35.8760350944908,44.56128969365746,51.917407081210044,58.11668037935321,63.0865913427466,13.363247052634469,6.193221791258625,9.427872920776764,12.977155665563702,16.890748644600226,20.980411232741655
+1,2021.0,1,6.611655149658419,3.8628555893623755,5.222120335689433,6.7095704449233935,8.142232393005877,9.417434441271515,Total,8156.61753999513,66995.90163148876,45.69566709643756,32.45516358093217,38.87405983603978,45.901177664056846,52.75675898731781,58.75349022257982,10133,51.55096723075602,37.93485262724087,44.96105706987642,52.10947487040213,58.81202144677866,64.4353735547788,12.86972755062471,5.792211815704172,9.032797458734567,12.727740886322138,16.529523780072335,19.98479791441045
+1,2021.0,1,6.654289235536718,3.9160058856568685,5.266355327560401,6.738916812395925,8.203073631808438,9.462538650692277,Male,4079.115603466579,32952.040294377824,46.97320952281268,34.12550007799661,40.29171310693995,47.099174898448425,53.83401531909051,59.791115077297924,4952,52.04523090318215,39.12879168094947,45.64323395301296,52.467442690378284,58.870663338717485,64.49604686696033,12.293347339167104,5.201998480829695,8.608814351758165,12.154837481448393,15.879269423573962,19.461438362160578
+1,2021.0,1,6.570905488730111,3.784065602831976,5.173713729142071,6.68403775670342,8.086581747741425,9.367968579269563,Female,4077.501936528548,34043.861337110706,44.47459199599183,31.073933089580763,37.25982990604585,44.60862716316909,51.7118062130922,57.72929548136844,5181,51.07854999357153,36.741831292975306,44.19240025129689,51.74356051880231,58.763136326279266,64.38445031464674,13.420631778985733,6.394677337482969,9.507171185812087,13.290422574140345,17.130870431259655,20.424006333716136
+1,2022.0,1,6.459690058036056,3.6079702611587123,5.08081240181248,6.532069642427167,8.001919844836074,9.337537342635692,Total,8074.548513238369,65688.58820016866,45.47117344207359,32.238677750263726,38.65104181818477,45.47798121988921,52.485383593420295,58.60638612175104,10169,50.94556337236834,37.075140709171855,44.09975548697967,51.30038729860026,58.2208107693433,64.35477317872903,12.82955630961602,5.805021342228207,9.055200285774957,12.7404315092765,16.431735022502448,19.93060679776495
+1,2022.0,1,6.490948026621022,3.628183333772721,5.102270902250162,6.559616883895012,8.034049957582962,9.361019640912986,Male,4046.396788664368,32292.466432439585,46.62000860623988,33.443531575995934,39.730041617343645,46.602759360907704,53.45414622756339,59.76875867585145,4975,51.605943974511,38.089352291347815,44.875524992391,51.88949612485328,58.60570999984539,64.76416751293903,12.287128226063336,5.393530234863877,8.599990818027766,12.229801943348066,15.814146927155242,19.389938089234814
+1,2022.0,1,6.429750051545874,3.591411965597947,5.061247247543556,6.508698175450156,7.96507806086835,9.317256142226789,Female,4028.1517245739556,33396.121767729266,44.3707778044669,30.86055220587854,37.58549593894383,44.4776084895734,51.32581597939195,57.32777413476521,5194,50.31302708132846,36.10000413040933,43.40401836845294,50.70320454688626,57.911514672894484,64.04049658459974,13.349113436238063,6.2719284093892895,9.590357916964301,13.283508298491999,16.9376504076224,20.510093407640518
 2,2019.0,1,6.799095596985654,3.33,5.0,8.0,8.33,8.33,Total,8323.349559890836,68562.08000000333,47.54007040856779,33.425,42.19,49.52,54.79,57.73,10084,51.027703292344626,36.18,47.605000000000004,54.51,57.49,59.64,11.495934153113843,6.0,8.0,10.0,13.0,19.0
 2,2019.0,1,6.828700485044678,3.33,5.0,8.0,8.33,8.33,Male,4185.2461878088,33788.410000001066,48.517956750202266,35.67,43.66,50.864999999999995,55.197500000000005,58.15,4948,51.791240905416245,39.079,49.0,54.77,57.49,59.31,10.851657235246565,6.0,8.0,10.0,12.0,17.0
 2,2019.0,1,6.770574376947251,3.33,5.0,8.0,8.33,8.33,Female,4138.103372082248,34773.67000000108,46.59797897196263,31.616000000000003,40.7925,48.835,54.2,57.33,5136,50.29211448598103,34.271,45.74,54.03,57.49,59.89,12.116627725856699,6.0,8.0,11.0,14.0,21.0
-2,2020.0,1,6.652348986342871,3.78863137067592,5.254495597644885,6.770027881654459,8.224565036291214,9.489608230818108,Total,8214.300443033942,67621.12744617529,45.9735889365658,32.8474628554956,39.43959062433013,46.33133378105401,52.961344842917555,58.80778673810136,10165,51.41441529851103,37.53280079418867,45.47243442152702,52.4481399546413,58.535546429689035,63.527991555228496,12.883073203739853,5.937607180853644,9.01641609162973,12.551675493916262,16.39027902745431,20.212246019316662
-2,2020.0,1,6.710193102304532,3.8834311428201187,5.369686180379435,6.8306410942688744,8.24132342434648,9.515741996635677,Male,4127.600955208361,33517.41454601114,47.19097513648826,34.722472930143326,41.003509230546115,47.49037709363454,53.802015026063486,59.673187364086395,4995,51.88622861446534,38.953557109399824,45.96518375485177,52.68506730517995,58.699011277649504,63.685346528739075,12.093742540403184,5.457704255587799,8.402857952227029,11.838114263466492,15.410292944239545,19.137582698541845
-2,2020.0,1,6.596462843358648,3.740802670708417,5.155075236317794,6.7132761558207275,8.198811331111852,9.46929589738788,Female,4086.699487825556,34103.71290016421,44.797410199890514,31.354448740837604,38.28101586829355,45.245863319452084,51.93415242684019,57.74577386521147,5170,50.9585724526326,36.17194245135745,44.80500584020315,52.17644471214091,58.32869026730736,63.34610429350056,13.64568571116098,6.486751867713098,9.751246494204764,13.281973246048455,17.169523696603456,21.23954038168728
-2,2021.0,1,6.640260009994773,3.8779221157658164,5.23329763836543,6.735854141167473,8.177425505101422,9.47016828986768,Total,8129.132364073368,67026.78454088724,45.83751179563051,32.52808735848124,38.95669200124223,46.07284161082353,52.849323591295466,58.91538000484853,10094,51.5025041176782,37.788926308663136,44.88364038462232,52.01659711287732,58.725263108022475,64.51192028069534,13.063388505165873,5.990420527625142,9.2075696779696,12.932194695284505,16.728005573918075,20.171354646424714
-2,2021.0,1,6.742878846223155,3.9930259314847087,5.348908868135866,6.8271048183916845,8.30087764274258,9.558016469248763,Male,4057.8016165100757,33343.5358945735,47.00196965532995,34.13338323472363,40.28857306358945,47.23824174539338,53.78807421825695,59.87609872973616,4945,51.81662506636827,38.76405717816392,45.377762681200466,52.24493701243166,58.6378816800496,64.47522357209857,12.255938754128634,5.171235908239521,8.564665985303037,12.120307251952784,15.870534215812711,19.312599169499148
-2,2021.0,1,6.541706864694839,3.7639876606935605,5.130422411763632,6.64829644677062,8.064951990033641,9.33913800529912,Female,4071.3307475633223,33683.248646313725,44.71918899193769,31.2803511448533,37.5957363916055,44.912579953240275,51.898686522979574,57.85979236986111,5149,51.200828434774365,36.99961967207335,44.35608454702074,51.82512134323664,58.791433680004545,64.53761228725341,13.838847627107837,6.93931249991858,9.975973415774536,13.718488268006896,17.529341841271048,20.84187547639379
-2,2022.0,1,6.485204962796243,3.6326483005023005,5.105649087006172,6.563705869888347,8.014347250908436,9.395243689677375,Total,8247.825908320072,67251.57546419704,45.54443113884584,32.282609882735684,38.64560066226272,45.59142972473724,52.51077814570169,58.65087991340941,10370,51.05726729214477,37.22045875891165,44.23207027933084,51.36430214239873,58.25304657127107,64.51913322105771,12.986700357542968,5.911931606843135,9.248907543220431,12.860617456152859,16.61711748456339,20.094263931900397
-2,2022.0,1,6.5591784383944685,3.742290416341691,5.17770725500086,6.6078832151322455,8.106775685489513,9.465095873082413,Male,4116.450082967318,33255.034682659956,46.576861703858896,33.24300787244653,39.69683696637759,46.63598747509423,53.41405606726437,59.77576265178582,5070,51.60385236475749,38.124757256212845,44.943056835638565,51.95198988742004,58.5086432976995,64.81874657875066,12.243248736196588,5.328131729220268,8.519061622540747,12.17114934348253,15.788434581443228,19.326331609397798
-2,2022.0,1,6.414441656893826,3.5558456961928493,5.038573411236054,6.522354784859681,7.936437424727948,9.296924060146125,Female,4131.375825352753,33996.540781537275,44.55680416438925,31.246614669735084,37.7579616916335,44.575675008891764,51.55897670316021,57.67769691479481,5300,50.53440194909847,36.20747382791068,43.54543336178553,50.809633861292035,58.06155098193838,64.28151495755468,13.697888984000695,6.551844577312786,9.926515456965506,13.654476403134396,17.340366063748217,20.78926458712023
\ No newline at end of file
+2,2020.0,1,6.648790403612972,3.7983695000228566,5.247428877536995,6.765453938693191,8.214569954104112,9.498397166986376,Total,8160.523970175109,67119.53912447295,45.99266482254266,32.821783768474845,39.461025021565824,46.35410937959559,53.02358448781876,58.835433726929615,10095,51.43392355566378,37.64004187077226,45.519656409098765,52.44772412348234,58.54473483932033,63.56787563972361,12.891241611668004,5.941239718920905,9.038214182406618,12.561652076455049,16.389742385253584,20.209999590600944
+2,2020.0,1,6.702122202626283,3.8879612847729885,5.348589940680837,6.8156422092581455,8.229292733365684,9.522610106957654,Male,4098.126318497242,33215.71763621586,47.22849202285219,34.747877759176475,41.05400091483066,47.5476118356395,53.86249506436657,59.6908719208839,4956,51.91277957421135,38.9945168300227,46.05912908011382,52.68552387774127,58.71409676267968,63.78261288665822,12.09681131937212,5.465454750723371,8.409656342447645,11.851678288503715,15.415025233216248,19.120846574353234
+2,2020.0,1,6.5973577521418765,3.752745435962728,5.154152833450976,6.711522847836678,8.192529032539117,9.474410230609504,Female,4062.397651677836,33903.821488257105,44.80084547933732,31.299839260810792,38.26705188189283,45.26115460765929,51.946682591602524,57.74689782848656,5139,50.97211961950472,36.26331609664513,44.927483108460294,52.18264236825294,58.36347553214964,63.3381980500193,13.657382208791748,6.517946352244499,9.786980804629348,13.296050659163345,17.16345568379975,21.229257231262174
+2,2021.0,1,6.631287679133615,3.883261161734364,5.216708477773616,6.722507271816023,8.16926901961195,9.447273217295852,Total,8267.448721995332,68003.85514951522,45.80402254302271,32.48647532582605,38.936908079835234,46.03498659307995,52.81212437024774,58.906811140603786,10255,51.59047140279496,37.85711167349786,45.01833283555787,52.08706985815784,58.84079517484475,64.56285232362237,13.092153683149728,6.07831935728023,9.270172251798023,12.931184927196197,16.73011876679543,20.252218506787877
+2,2021.0,1,6.742569477375246,4.022672591545094,5.334846660303073,6.819951385038663,8.295124039640903,9.546422511912066,Male,4120.082366505448,33813.985929036855,47.03471109674549,34.07962265492657,40.348440610166364,47.32840968744233,53.816406583010384,59.94509758569303,5015,51.86155350567446,38.85862267126504,45.40391976874746,52.328485150762816,58.74719285395685,64.45373962895418,12.300142202537062,5.218549419494089,8.672003761040989,12.10795252162202,15.852963633700186,19.46648452710797
+2,2021.0,1,6.524784202381323,3.7529909163616257,5.116659101920391,6.63202000718066,8.045250382033414,9.330247331650067,Female,4147.366355489902,34189.86922047813,44.62617844055702,31.280525580617784,37.481817048259785,44.75594184166033,51.77970855977166,57.80692749782618,5240,51.331029275707046,37.00052896518403,44.510329857039245,51.93341905277687,58.92958915446562,64.60789355108751,13.850157037209385,6.941045654688935,9.975525387886835,13.709151416170435,17.53247821828921,20.89274407748055
+2,2022.0,1,6.49485459981958,3.6344664647608234,5.098028742832679,6.564072890352545,8.03063143505382,9.406133257326047,Total,8102.129805349514,66169.57866296188,45.54508923087904,32.21338860455661,38.67070726791199,45.569389607397284,52.5870680452947,58.7033626847891,10188,51.033119401938514,37.18195456408301,44.1882873245048,51.32093110530256,58.33901880860271,64.51956666511936,12.996007696485565,5.937835865661806,9.245214795576187,12.914365591387968,16.604284638648807,20.127843833184865
+2,2022.0,1,6.576024139361841,3.7582936287184476,5.171512681308358,6.651076971923019,8.134037012541988,9.486908631365223,Male,4038.38455569659,32728.87214160388,46.613489495024815,33.10085322126523,39.598017694792816,46.638969691049624,53.556485478667625,59.966177045631085,4977,51.53644736354717,38.07454817342117,44.8735989359306,51.850984403755255,58.51001194888701,64.73401554066339,12.277615806906802,5.3622944593315145,8.611532470437123,12.175063182053751,15.809541348327947,19.442017580814156
+2,2022.0,1,6.417329979151441,3.5665809946476976,5.031621919469906,6.497047858551481,7.954107801535328,9.314003619484717,Female,4063.7452496529136,33440.70652135816,44.52466548982069,31.247751554361763,37.75860039292136,44.54520739536181,51.46919319543207,57.58229193704942,5211,50.5523933867924,36.16281645738655,43.573460526666544,50.83731342844708,58.13605550862925,64.40158397528673,13.682140192059052,6.5485365469227235,9.911335628389768,13.668687551686856,17.24898890229864,20.757339717540358
\ No newline at end of file
diff --git a/src/test/java/simpaths/integrationtest/expected/Statistics1.csv b/src/test/java/simpaths/integrationtest/expected/Statistics1.csv
index b9345e9cb..96ba35a73 100644
--- a/src/test/java/simpaths/integrationtest/expected/Statistics1.csv
+++ b/src/test/java/simpaths/integrationtest/expected/Statistics1.csv
@@ -1,9 +1,9 @@
 run,time,id_Statistics1,edi_p50,sIndex_p50,statYHhDispEquivNatGini,statYMktNatGini,yHhDispEquivP50,yHhQuintilesC5P20,yHhQuintilesC5P40,yHhQuintilesC5P60,yHhQuintilesC5P80,yLabP20,yLabP40,yLabP60,yLabP80
 1,2019.0,1,15256.953965109053,0.0,0.0,0.0,15456.781759590931,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-1,2020.0,1,16063.269391569822,0.0,0.0,0.0,16074.565454914327,5.994758780381151,7.393700990590142,8.080801266076895,8.647537996276645,556.0535903919002,1428.2782103203886,2373.567367252097,3959.9436655449053
-1,2021.0,1,16428.42766481459,0.0,0.0,0.0,16431.272736785475,6.25454813251385,7.492572994709025,8.141351120715449,8.669003250539848,716.125815409487,1505.2342817986791,2451.031208467749,4124.458288347928
-1,2022.0,1,16723.86865429823,0.0,0.0,0.0,16722.553361865073,6.329422830421304,7.517117357847595,8.159016824608619,8.69947177213025,704.6141664880955,1518.971317922587,2499.3043286329507,4143.906309315343
+1,2020.0,1,16017.875413763875,0.0,0.0,0.0,16025.78909016308,5.975730539439618,7.381070828732318,8.073427570055065,8.645695057327014,609.403627389382,1469.141405159927,2401.5176840440963,3996.456622653555
+1,2021.0,1,16354.51086138939,0.0,0.0,0.0,16358.913014905334,6.227870463281269,7.492111986282805,8.13608070151509,8.664200853259567,737.3156983816176,1523.79416549561,2464.3681424805504,4150.759607270258
+1,2022.0,1,16690.411161774107,0.0,0.0,0.0,16690.411161774107,6.318883652232151,7.514412811740821,8.160250057938411,8.710171469689,771.5590174571798,1576.4285263414033,2551.7197279883662,4207.964709427611
 2,2019.0,1,15256.926298340906,0.0,0.0,0.0,15450.417507924612,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-2,2020.0,1,16484.3464161893,0.0,0.0,0.0,16504.430774297536,5.8284256265137735,7.420502937428444,8.169331124198012,8.778179962472056,598.4566969501215,1620.7426405262938,2731.4687649871457,4702.10565861142
-2,2021.0,1,16980.04396706059,0.0,0.0,0.0,16987.577552444032,6.20543568557222,7.53915907289091,8.242021677242038,8.815072330677403,816.4011963231156,1795.5075463740689,2956.5802957669907,4955.626343431599
-2,2022.0,1,17212.881002112896,0.0,0.0,0.0,17212.881002112896,6.305398764736624,7.573593988143731,8.260899811129066,8.84388227052596,773.083379156368,1780.5441979089017,2971.307912479575,5004.688012048182
\ No newline at end of file
+2,2020.0,1,16431.943854802594,0.0,0.0,0.0,16453.618220334713,5.818391825850994,7.4120169593935445,8.163204871228126,8.77411874493853,634.2126456275846,1637.96284465107,2748.1796360023063,4713.014918106409
+2,2021.0,1,16957.07532931993,0.0,0.0,0.0,16966.740717782483,6.217847826271187,7.5392475592455455,8.241424114366975,8.813522210911874,753.6728440357319,1746.9474393607386,2900.445917723555,4887.21702162078
+2,2022.0,1,17161.478625887503,0.0,0.0,0.0,17162.301567662555,6.26366135568786,7.556009619907757,8.251258095747177,8.844448670386775,852.6944985072745,1835.8327951279102,3017.709599769617,5057.2303575567375
\ No newline at end of file
diff --git a/src/test/java/simpaths/integrationtest/expected/Statistics21.csv b/src/test/java/simpaths/integrationtest/expected/Statistics21.csv
index b7bea2fdc..6288b8b65 100644
--- a/src/test/java/simpaths/integrationtest/expected/Statistics21.csv
+++ b/src/test/java/simpaths/integrationtest/expected/Statistics21.csv
@@ -1,9 +1,9 @@
 run,time,id_Statistics21,demDsbl18to29Share,demDsbl30to54Share,demDsbl55to74Share,demMarried18to29Share,demMarried30to54Share,demMarried55to74Share,demNChild18to29Avg,demNChild30to54Avg,demNChild55to74Avg,demPop18to29N,demPop30to54N,demPop55to74N,healthScore18to29Avg,healthScore30to54Avg,healthScore55to74Avg,labNoWork18to29Share,labNoWork18to54Share,labNoWork30to54Share,labNoWork55to74Share,labWorkFullTime18to29Share,labWorkFullTime30to54Share,labWorkFullTime55to74Share,labWorkPartTime18to29Share,labWorkPartTime30to54Share,labWorkPartTime55to74Share,statInvestLoss18to29Avg,statInvestLoss30to54Avg,statInvestLoss55to74Avg,statYDisp18to29Avg,statYDisp30to54Avg,statYDisp55to74Avg,statYDispGrossOfLosses18to29Avg,statYDispGrossOfLosses30to54Avg,statYDispGrossOfLosses55to75Avg,statYInvest18to29Avg,statYInvest30to54Avg,statYInvest55to74Avg,statYLab18to29Avg,statYLab30to54Avg,statYLab55to74Avg,statYPens18to29Avg,statYPens30to54Avg,statYPens55to74Avg,wealth18to29Avg,wealth30to54Avg,wealth55to74Avg,x18to29Avg,x18to54Avg,x30to54Avg,x55to74Avg,xToLeisureRatio
 1,2019.0,1,0.05811554332874828,0.09130434782608696,0.06236811254396248,0.2620357634112792,0.6720496894409937,0.5969519343493552,0.29332874828060523,0.9503105590062112,0.07409144196951935,2908.0,6440.0,4265.0,3.69050894085282,3.4482919254658384,3.092379835873388,0.0021834914718019127,-0.0201199603173437,-0.02022802981366459,0.036602920750293144,0.561554332874828,0.6751552795031056,0.2797186400937866,0.09353507565337002,0.140527950310559,0.08253223915592028,0.0,0.0,0.0,-220.98483429553175,-459.2130693789786,-563.0006789520651,1065.2273871330394,1640.3078493710213,1515.844915690792,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.34744375,-1108.3894350892856,-1343.6696142857143,-1403.9432562499999,NaN
-1,2020.0,1,0.05762594893029676,0.09580012262415696,0.0698478561549101,0.4392684610075914,0.7633353770692827,0.6456892577224528,0.3233264320220842,0.9668914776210914,0.0818349469801752,2898.0,6524.0,4338.0,3.587646652864044,3.391937461679951,3.0518672199170123,0.008549642581090422,-0.03472901860465116,-0.0414546712446352,0.016650019455970555,0.5024154589371981,0.743408951563458,0.32134624250806826,0.14630779848171152,0.09350091968117719,0.06085753803596127,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.138119366421,-1107.7977115375543,-1342.8712716121024,-1403.8462604199615,-2.0815536320511017
-1,2021.0,1,0.05276030747728861,0.08489542989930286,0.05090909090909091,0.4437456324248777,0.7755228505034857,0.6552272727272728,0.3413696715583508,0.9660728117738188,0.08431818181818182,2862.0,6455.0,4400.0,3.5628930817610063,3.364058869093726,3.0770454545454546,-0.021273570999301217,-0.0695849455566086,-0.08030002850503486,-0.022282563636363606,0.5377358490566038,0.7931835786212239,0.3584090909090909,0.14081062194269742,0.082571649883811,0.06272727272727273,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.0780379012871,-1107.7644214116592,-1342.8565545145082,-1403.8442920330176,-1.0425592600559874
-1,2022.0,1,0.05803571428571429,0.09431092181320352,0.05558076225045372,0.39663461538461536,0.7588986918162458,0.654491833030853,0.33413461538461536,0.9637967751749316,0.0852994555353902,2912.0,6574.0,4408.0,3.4330357142857144,3.3002738059020382,2.9593920145190564,-0.017864462637362633,-0.08477753795883114,-0.09502243918466687,-0.04601915825771319,0.5267857142857143,0.8024034073623365,0.3797640653357532,0.14835164835164835,0.08807423182233039,0.06510889292196008,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.065033286826,-1107.7773722038787,-1342.8856261992355,-1403.8065814263734,1.2594818265071412
+1,2020.0,1,0.05788005578800558,0.0962708690903417,0.07024029574861368,0.43235704323570434,0.7603370260571072,0.6448706099815157,0.32391910739191077,0.9753471680449368,0.08133086876155268,2868.0,6409.0,4328.0,3.584030683403068,3.3867998127633014,3.0499075785582255,0.010829385355648535,-0.03269728651231163,-0.040868719488219685,0.01646008465804072,0.49860529986053,0.7414573256358247,0.32162661737523107,0.14783821478382148,0.09486659385239507,0.06076709796672828,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.1253033385323,-1107.798049097802,-1342.878666623434,-1403.849348866661,-2.028132400574429
+1,2021.0,1,0.054206265399507216,0.08271144278606965,0.05204545454545455,0.4343541006687786,0.7762748756218906,0.6556818181818181,0.3350932770151355,0.974502487562189,0.08477272727272728,2841.0,6432.0,4400.0,3.552270327349525,3.3666044776119404,3.078409090909091,-0.016433541393875428,-0.06719383425729542,-0.08078858109452736,-0.01819165454545446,0.5311510031678986,0.7925995024875622,0.355,0.14255543822597677,0.08364427860696518,0.06204545454545454,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.0882343136345,-1107.755465486301,-1342.8363701288931,-1403.8435746078512,-1.0063929650563206
+1,2022.0,1,0.05931905931905932,0.09259259259259259,0.05759637188208617,0.3776763776763777,0.7573918456271398,0.6532879818594104,0.31905931905931906,0.9554933084344849,0.08752834467120181,2849.0,6426.0,4410.0,3.435240435240435,3.3062558356676,2.956462585034014,-0.021561778834678857,-0.08164493613445378,-0.0934336888888889,-0.04218928390022669,0.5240435240435241,0.8015873015873016,0.3764172335600907,0.1547911547911548,0.0873015873015873,0.06462585034013606,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.0418198870248,-1107.7686527563578,-1342.8857628895557,-1403.8094498212508,3.2757647315505363
 2,2019.0,1,0.05807560137457045,0.09109248913718188,0.0625732364659011,0.26082474226804125,0.6719428926132837,0.5978439184438715,0.2934707903780069,0.9497206703910615,0.07429107101007734,2910.0,6444.0,4267.0,3.689347079037801,3.450651769087523,3.089289899226623,0.0019464395189003336,-0.020478632743557712,-0.020652807448789584,0.036303999203187276,0.5618556701030928,0.675667287399131,0.28005624560581205,0.09347079037800687,0.1404407200496586,0.0824935551910007,0.0,0.0,0.0,-220.29699124714057,-458.1635502021104,-560.3573828031367,1065.9152301814306,1641.3573685478896,1518.4882118397204,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.34744375,-1108.3894350892856,-1343.6696142857143,-1403.9432562499999,NaN
-2,2020.0,1,0.05974296630774575,0.0965952857803112,0.07161007161007162,0.43730461965960404,0.7610537667539671,0.6474936474936475,0.323723515109413,0.9707287012786936,0.08316008316008316,2879.0,6491.0,4329.0,3.5800625217089266,3.377753812971807,3.0353430353430353,0.018856783292809987,-0.028078123614862394,-0.03446314848251425,0.019551420697620725,0.49947898575894406,0.7410260360499152,0.32155232155232155,0.13893713094824592,0.08889231243259899,0.05775005775005775,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.1170947628652,-1107.7944102659778,-1342.8799505205716,-1403.8486159631293,-0.9360064047972398
-2,2021.0,1,0.05324400564174894,0.08503986243551664,0.0570324926153147,0.43582510578279265,0.7755197748944818,0.6555328334469439,0.33180535966149505,0.9624824136313898,0.09088843444671665,2836.0,6397.0,4401.0,3.558885754583921,3.3732999843676725,3.060668029993183,-0.0144478334273625,-0.0625561035939563,-0.07557809685790215,-0.014234134560327183,0.5405500705218618,0.7897451930592465,0.35219268348102706,0.1311706629055007,0.08128810379865561,0.06089525107930016,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.0676462766917,-1107.7466491884177,-1342.8345306930705,-1403.8575419191038,-0.7311082040563939
-2,2022.0,1,0.05986159169550173,0.09063306512828298,0.06067466606293865,0.3813148788927336,0.758463640504023,0.6565542223228436,0.3391003460207612,0.9544557461666919,0.0912383971021055,2890.0,6587.0,4417.0,3.4283737024221455,3.3113708820403827,2.9470228661987776,-0.012623293771626298,-0.08009925956527997,-0.0918986788522848,-0.039226344894724874,0.5128027681660899,0.8000607256717778,0.37740547883178627,0.15709342560553632,0.08729315318050707,0.06067466606293865,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.0491006748614,-1107.774090616804,-1342.891780357179,-1403.8187757545545,1.7696141582517548
\ No newline at end of file
+2,2020.0,1,0.05886450714036921,0.09736719115126967,0.07085160396953612,0.4287704632532219,0.7569714908864309,0.6478190630048465,0.3333333333333333,0.9691540738432778,0.08331410108469882,2871.0,6419.0,4333.0,3.582723789620341,3.3782520641844522,3.039464574198015,0.018471088784395684,-0.027211412009102265,-0.03302275606792335,0.017132129102238713,0.49773598049460116,0.7379654151737031,0.3237941380106162,0.14106583072100312,0.09051254089422028,0.05792753288714517,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.1061329211112,-1107.7901177566039,-1342.8783564911928,-1403.8521133348154,-0.934928925220003
+2,2021.0,1,0.05331010452961672,0.0888445603805432,0.056676490591702565,0.4397212543554007,0.7738223108792389,0.6588075266379506,0.35400696864111497,0.969157587847169,0.09000226705962366,2870.0,6517.0,4411.0,3.562369337979094,3.370415835507135,3.057129902516436,-0.0138072393728223,-0.06300491888679516,-0.07258224054012583,-0.016018111131262724,0.5400696864111498,0.7862513426423201,0.3545681251416912,0.13101045296167246,0.08178609789780573,0.06030378598957153,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.0804674583025,-1107.7528128341778,-1342.8376768905243,-1403.8649689256058,-0.6340316899668181
+2,2022.0,1,0.0633356790992259,0.09200930954228084,0.059904697072838665,0.3694581280788177,0.7491078355314197,0.6560018152938507,0.3289936664320901,0.9402637703646237,0.08963013387792149,2842.0,6445.0,4407.0,3.4440534834623504,3.308456167571761,2.9512139777626505,-0.007751730541871948,-0.0754884031254564,-0.08693424918541505,-0.040447311867483515,0.5073891625615764,0.7920868890612878,0.3769003857499433,0.15763546798029557,0.09030256012412723,0.06240072611754028,0.0,0.0,0.0,NaN,NaN,NaN,NaN,NaN,NaN,0.0,0.0,0.0,NaN,NaN,NaN,0.0,0.0,0.0,0.0,0.0,0.0,-720.0719213185639,-1107.8033422928634,-1342.9235450839235,-1403.8230586933678,3.7453773311172247
\ No newline at end of file