start

xw =

   0.006536102098446
   0.269254291960873
   0.004512141545132


xb =

   0.000937719081697
  -0.093395320836745
   0.989204311759305


xR =

   0.004782860632428
  -0.522670096159343
  -0.008758862999373


xk =

   0.000184938014887
   0.979587147829390
  -0.000135816150149


xw =

   0.006523099461444
   0.269254174937140
   0.004512024521399


xb =

   0.000935905314547
  -0.093395337160650
   0.989204295435400


xR =

   0.004734356815095
  -0.522670532693699
  -0.008759299533729


xk =

   0.000184550494659
   0.979587144341708
  -0.000135819637831


xw =

   0.006514452137820
   0.269254098228232
   0.004511951923563


xb =

   0.000937923365718
  -0.093395319258868
   0.989204312377769


xR =

   0.004644687251547
  -0.522671328136847
  -0.008760052346565


xk =

   0.000183069403811
   0.979587131203208
  -0.000135832072198


xw =

   0.006508501873181
   0.269254048377022
   0.004511897853824


xb =

   0.000942303287396
  -0.093395282563963
   0.989204352177885


xR =

   0.004530437505030
  -0.522672285319167
  -0.008761090527955


xk =

   0.000180915289152
   0.979587113156074
  -0.000135851646523


xw =

   0.006506266411653
   0.269254031238931
   0.004511874128174


xb =

   0.000948328557749
  -0.093395236371431
   0.989204416125957


xR =

   0.004411137338973
  -0.522673199929870
  -0.008762356697796


xk =

   0.000178444214535
   0.979587094211664
  -0.000135877872808


xw =

   0.006506231953719
   0.269254031002606
   0.004511873688758


xb =

   0.000954662143703
  -0.093395192933264
   0.989204496893320


xR =

   0.004301447170318
  -0.522673952227205
  -0.008763755492371


xk =

   0.000176038246413
   0.979587077710610
  -0.000135908554274


xw =

   0.006505249811981
   0.269254025027662
   0.004511858897462


xb =

   0.000960136507417
  -0.093395159629501
   0.989204579338583


xR =

   0.004202602048410
  -0.522674553560018
  -0.008765244124188


xk =

   0.000173879886366
   0.979587064580040
  -0.000135941059707


xw =

   0.006504211776257
   0.269254019418795
   0.004511841107104


xb =

   0.000961539337347
  -0.093395152049524
   0.989204603380961


xR =

   0.004105811387746
  -0.522675076553506
  -0.008766902969351


xk =

   0.000171946621633
   0.979587054133941
  -0.000135974192933


xw =

   0.006503870565859
   0.269254017777948
   0.004511835003568


xb =

   0.000961122772691
  -0.093395154052743
   0.989204595929495


xR =

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  -0.522675567404139
  -0.008768728809198


xk =

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   0.979587044613538
  -0.000136009606415


xw =

   0.006513078189460
   0.269254056513852
   0.004512001378015


xb =

   0.000960880696398
  -0.093395155071143
   0.989204591555369


xR =

   0.003927000463006
  -0.522675890243226
  -0.008770115434228


xk =

   0.000168120752743
   0.979587036847011
  -0.000136042964398


xw =

   0.006519251851896
   0.269254079103643
   0.004512114755103


xb =

   0.000961548180862
  -0.093395152628778
   0.989204603813481


xR =

   0.003880591329227
  -0.522676060056951
  -0.008770967721263


xk =

   0.000166860798226
   0.979587032236764
  -0.000136066103009


xw =

   0.006523771065777
   0.269254094105426
   0.004512200712094


xb =

   0.000956282367606
  -0.093395170108940
   0.989204503655915


xR =

   0.003850756696015
  -0.522676159094686
  -0.008771535186173


xk =

   0.000166247561218
   0.979587030201090
  -0.000136077766986


xw =

   0.006528036716477
   0.269254107784290
   0.004512276066013


xb =

   0.000948822514314
  -0.093395194030804
   0.989204371875510


xR =

   0.003823698899076
  -0.522676245862201
  -0.008772013169759


xk =

   0.000165798656910
   0.979587028761567
  -0.000136085697007


xw =

   0.006532272041163
   0.269254121134370
   0.004512342010035


xb =

   0.000941542020493
  -0.093395216979499
   0.989204258518193


xR =

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  -0.522676329335886
  -0.008772425496160


xk =

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   0.979587027337168
  -0.000136092732967


xw =

   0.006536218672935
   0.269254133357699
   0.004512395488794


xb =

   0.000935014480514
  -0.093395237196300
   0.989204170066886


xR =

   0.003773810311739
  -0.522676401829396
  -0.008772742665324


xk =

   0.000164916572652
   0.979587026004796
  -0.000136098562279


xw =

   0.006539725337143
   0.269254144054834
   0.004512436886058


xb =

   0.000928557615676
  -0.093395256893070
   0.989204093841583


xR =

   0.003754909989528
  -0.522676459485133
  -0.008772965789522


xk =

   0.000164574342376
   0.979587024960817
  -0.000136102602414


xw =

   0.006542489110213
   0.269254152443058
   0.004512464788899


xb =

   0.000923328317062
  -0.093395272764318
   0.989204041046985


xR =

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  -0.522676494415079
  -0.008773081981550


xk =

   0.000164324371007
   0.979587024202138
  -0.000136105126106


xw =

   0.006543938008748
   0.269254156864987
   0.004512477572029


xb =

   0.000919965967495
  -0.093395283025955
   0.989204011382139


xR =

   0.003744746323316
  -0.522676490309812
  -0.008773070113843


xk =

   0.000164253393236
   0.979587023985519
  -0.000136105752318


xw =

   0.006543475413249
   0.269254155416597
   0.004512473776320


xb =

   0.000918521912509
  -0.093395287547301
   0.989203999533316


xR =

   0.003764581719459
  -0.522676428205051
  -0.008772907359579


xk =

   0.000164483203496
   0.979587024705057
  -0.000136103866669


xw =

   0.006540535874953
   0.269254145674277
   0.004512449511428


xb =

   0.000919230131866
  -0.093395285200096
   0.989204005379427


xR =

   0.003808173971029
  -0.522676283730094
  -0.008772547520319


xk =

   0.000165119803137
   0.979587026814898
  -0.000136098611755


xw =

   0.006535283298000
   0.269254126567338
   0.004512402016039


xb =

   0.000919275840740
  -0.093395285033824
   0.989204005792740


xR =

   0.003873648132856
  -0.522676045559219
  -0.008771955483155


xk =

   0.000166272247656
   0.979587031007066
  -0.000136088191003


xw =

   0.006528723732888
   0.269254099423859
   0.004512339303788


xb =

   0.000916926561143
  -0.093395294755142
   0.989203983332621


xR =

   0.003950978649569
  -0.522675725565559
  -0.008771216170304


xk =

   0.000167818915248
   0.979587037407176
  -0.000136073404199


xw =

   0.006522079880503
   0.269254067730481
   0.004512278313915


xb =

   0.000912092169330
  -0.093395317816793
   0.989203938953408


xR =

   0.004028158177888
  -0.522675357393632
  -0.008770507670274


xk =

   0.000169509436235
   0.979587045471522
  -0.000136057885392


xw =

   0.006516368091932
   0.269254036633259
   0.004512233429135


xb =

   0.000905305844511
  -0.093395354764213
   0.989203885624631


xR =

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  -0.522674991701704
  -0.008769979841712


xk =

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   0.979587054157045
  -0.000136045348972


xw =

   0.006512379639014
   0.269254012404357
   0.004512210361663


xb =

   0.000896766050417
  -0.093395406641430
   0.989203836234186


xR =

   0.004144927220199
  -0.522674690390450
  -0.008769692974035


xk =

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   0.979587062206203
  -0.000136037685657


xw =

   0.006510291420816
   0.269253998623029
   0.004512204029232


xb =

   0.000888526338889
  -0.093395461019928
   0.989203811247621


xR =

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  -0.522674488913837
  -0.008769600396845


xk =

   0.000173343102189
   0.979587068233812
  -0.000136034916010


xw =

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   0.269253991181574
   0.004512203653348


xb =

   0.000883606161577
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   0.989203809515497


xR =

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  -0.522674347945764
  -0.008769593276236


xk =

   0.000173874549945
   0.979587071937740
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xw =

   0.006507421283174
   0.269253978209344
   0.004512205740753


xb =

   0.000884115236099
  -0.093395491647267
   0.989203808925932


xR =

   0.004222767261868
  -0.522674153013018
  -0.008769624643518


xk =

   0.000174282751441
   0.979587074875612
  -0.000136035201659


xw =

   0.006502802349814
   0.269253944134972
   0.004512209095588


xb =

   0.000890836235386
  -0.093395442065728
   0.989203804044319


xR =

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  -0.522673754148641
  -0.008769663914213


xk =

   0.000174961976795
   0.979587079886331
  -0.000136035694996


xw =

   0.006493754883787
   0.269253874900814
   0.004512191621422


xb =

   0.000902267956554
  -0.093395354586472
   0.989203826123407


xR =

   0.004373209605536
  -0.522673016659605
  -0.008769477777679


xk =

   0.000176324753277
   0.979587090314741
  -0.000136033062946


xw =

   0.006479945802841
   0.269253762067213
   0.004512105205168


xb =

   0.000914828130157
  -0.093395251957657
   0.989203904724087


xR =

   0.004514618153841
  -0.522671861214450
  -0.008768592852962


xk =

   0.000178622821515
   0.979587109092190
  -0.000136018681797


xw =

   0.006462694376653
   0.269253606431459
   0.004511916733624


xb =

   0.000924191763549
  -0.093395167482546
   0.989204007021626


xR =

   0.004687719126787
  -0.522670299563826
  -0.008766701727715


xk =

   0.000181801169264
   0.979587137766025
  -0.000135983958401


xw =

   0.006446209174484
   0.269253438605437
   0.004511680605883


xb =

   0.000920503283461
  -0.093395205032764
   0.989203954189246


xR =

   0.004851289036018
  -0.522668634356029
  -0.008764358814801


xk =

   0.000185483736908
   0.979587175256052
  -0.000135931210708


xw =

   0.006434324479067
   0.269253301854757
   0.004511528221955


xb =

   0.000909780104168
  -0.093395328418515
   0.989203816698117


xR =

   0.004968232746622
  -0.522667288748806
  -0.008762859378648


xk =

   0.000188564804875
   0.979587210708214
  -0.000135891705679


xw =

   0.006427022806552
   0.269253209905973
   0.004511465267324


xb =

   0.000903120314549
  -0.093395412284171
   0.989203759277766


xR =

   0.005039285385833
  -0.522666393994383
  -0.008762246766576


xk =

   0.000190483286973
   0.979587234867349
  -0.000135875164628


xw =

   0.006422904856851
   0.269253155399584
   0.004511441230988


xb =

   0.000899283440544
  -0.093395463070160
   0.989203736882060


xR =

   0.005078583631058
  -0.522665873831295
  -0.008762017384022


xk =

   0.000191594086307
   0.979587249570215
  -0.000135868680929


xw =

   0.006421240113976
   0.269253132804320
   0.004511434491577


xb =

   0.000896256709760
  -0.093395504151448
   0.989203724628887


xR =

   0.005093601562344
  -0.522665669995535
  -0.008761956586642


xk =

   0.000192151950668
   0.979587257142010
  -0.000135866422516


xw =

   0.006420856863107
   0.269253127553705
   0.004511433518936


xb =

   0.000897101015077
  -0.093395492584293
   0.989203726771626


xR =

   0.005096004559461
  -0.522665637073984
  -0.008761950488142


xk =

   0.000192245450027
   0.979587258422971
  -0.000135866185227


xw =

   0.006421272082921
   0.269253133223001
   0.004511434541079


xb =

   0.000897284435103
  -0.093395490079927
   0.989203727223150


xR =

   0.005090632801489
  -0.522665710418477
  -0.008761963711753


xk =

   0.000192205913178
   0.979587257883146
  -0.000135866282555


xw =

   0.006422359886974
   0.269253147972106
   0.004511436874640


xb =

   0.000898064652493
  -0.093395479501268
   0.989203728896875


xR =

   0.005078801501840
  -0.522665870834390
  -0.008761989092301


xk =

   0.000191995592430
   0.979587255031490
  -0.000135866733735

mean growth 1316

mean_growth_1316 =

   0.070979847345809

mean growth 0712

mean_growth_0712 =

   0.012274816466821

change in potential growth from 2012Q4 to 2016Q3

ans =

   0.021815373105458

average GDP growth 2013 -- 2016 minus 2007 -- 2012 

ans =

   0.058705030878988

GDP growth 2008

Yg2008 =

  -0.010882331789954

GDP growth 2009

Yg2009 =

  -0.019132746580980

GDP growth 2010

Yg2010 =

   0.006048871199708

average GDP growth 2008 -- 2010

ans =

  -0.007988735723742

severity of recession

ans =

  -0.043988735723743

average GDP growth 2010 -- 2012

ans =

   0.022554659057286

(mean(y_tg(1:12)) - log(gamma))*4

ans =

  -0.008229536291825

average revision: (mean(y_tg(12)) - log(gamma))*4

ans =

  -0.014781794629108

GY2009

GY2009 =

   0.238572524713688

GY2010

GY2010 =

   0.233960869912545

GY2011

GY2011 =

   0.227752837420436

GY2012

GY2012 =

   0.225403836572677

GY2010-GY2009

ans =

  -0.004611654801144

GY2011-GY2009

ans =

  -0.010819687293252

GY2012-GY2009

ans =

  -0.013168688141012

RE model@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@

xw_RE =

   0.006536102098446
   0.269254291960873
   0.004512141545132

ini_con_RE

ini_con_RE =

  Column 1

  -0.006000000000000

  Column 2

   0.005876707990075

  Column 3

   0.005374853945535

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.006000000000000

  Column 2

   0.011632725616729

  Column 3

   0.010142825615338

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.005000000000000

  Column 2

   0.017270598938922

  Column 3

   0.014321738636471

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.021813368290875

  Column 3

   0.017033177436756

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.025283587174743

  Column 3

   0.018395261997034

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.028682784000454

  Column 3

   0.019418539711010

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.032012454546223

  Column 3

   0.020113301359677

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.035274062659512

  Column 3

   0.020489586929280

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.034551235616172

  Column 3

   0.016973955337311

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.033843641013960

  Column 3

   0.013563786071599

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.033150953591822

  Column 3

   0.010256517955024

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.032472855076054

  Column 3

   0.007049647837995

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.031809034029800

  Column 3

   0.003940729319416

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.031159185705775

  Column 3

   0.000927371495522

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.030523011902180

  Column 3

  -0.001992762264029

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.029900220821718

  Column 3

  -0.004821955513397

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.029290526933649

  Column 3

  -0.007562439901698

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.028693650838827

  Column 3

  -0.010216396318626

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.028109319137635

  Column 3

  -0.012785956015096

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.027537264300784

  Column 3

  -0.015273201699460

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.026977224542884

  Column 3

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ini_con_RE

ini_con_RE =

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                   0

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                   0

ini_con_RE

ini_con_RE =

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                   0

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ini_con_RE

ini_con_RE =

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                   0

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                   0

ini_con_RE

ini_con_RE =

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                   0

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                   0

ini_con_RE

ini_con_RE =

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                   0

ini_con_RE

ini_con_RE =

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ini_con_RE

ini_con_RE =

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                   0

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   0.023372528760542

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                   0

ini_con_RE

ini_con_RE =

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                   0

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ini_con_RE

ini_con_RE =

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ini_con_RE

ini_con_RE =

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ini_con_RE

ini_con_RE =

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                   0

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ini_con_RE

ini_con_RE =

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ini_con_RE

ini_con_RE =

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ini_con_RE =

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hp2 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'o'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [156 double]
              YData: [156 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('hp2', 'var'), matlab.graphics.internal.getForDisplay('hp2', hp2, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('hp2'), end">all properties</a>


ythand = 

  <a href="matlab:helpPopup matlab.graphics.primitive.Text" style="font-weight:bold">Text</a> with properties:

                 String: ''
               FontSize: 8.800000000000001
             FontWeight: 'normal'
               FontName: 'Helvetica'
                  Color: [13 double]
    HorizontalAlignment: 'center'
               Position: [13 double]
                  Units: 'data'

  Show <a href="matlab:if exist('ythand', 'var'), matlab.graphics.internal.getForDisplay('ythand', ythand, 'matlab.graphics.primitive.Text'), else, matlab.graphics.internal.getForDisplay('ythand'), end">all properties</a>


ythand = 

  <a href="matlab:helpPopup matlab.graphics.primitive.Text" style="font-weight:bold">Text</a> with properties:

                 String: ''
               FontSize: 8.800000000000001
             FontWeight: 'normal'
               FontName: 'Helvetica'
                  Color: [13 double]
    HorizontalAlignment: 'center'
               Position: [13 double]
                  Units: 'data'

  Show <a href="matlab:if exist('ythand', 'var'), matlab.graphics.internal.getForDisplay('ythand', ythand, 'matlab.graphics.primitive.Text'), else, matlab.graphics.internal.getForDisplay('ythand'), end">all properties</a>

change in output gaps

ans =

  -0.009306682500291

change in debt GDP ratio

ans =

   0.021356176605848

grow_err(6)

ans =

  -0.012809617235787

CAB 2009Q4

ans =

  -0.011168423235897

change in CAB: 2009Q4 -- 2012Q4

ans =

  -0.004497023958020

change in potential output growth: 2009Q4 -- 2012Q4

ans =

  -0.241351554795492

growth_fore_err

growth_fore_err =

  -0.033557966998315


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xb =

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xb =

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xb =

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xb =

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xk =

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xb =

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xR =

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xk =

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xb =

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xb =

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  -0.093395446611903
   0.989203988833490


xR =

   0.004701396127650
  -0.522670714276442
  -0.008756989411152


xk =

   0.000183709547343
   0.979587144492101
  -0.000135785447562

mean growth 1316

mean_growth_1316 =

   0.043648910821894

mean growth 0712

mean_growth_0712 =

   0.023397725621087

change in potential growth from 2012Q4 to 2016Q3

ans =

   0.005703251327589

average GDP growth 2013 -- 2016 minus 2007 -- 2012 

ans =

   0.020251185200807

GDP growth 2008

Yg2008 =

  -0.010882331789954

GDP growth 2009

Yg2009 =

  -0.015568696195193

GDP growth 2010

Yg2010 =

   0.028585096681348

average GDP growth 2008 -- 2010

ans =

     7.113562320669615e-04

severity of recession

ans =

  -0.035288643767933

average GDP growth 2010 -- 2012

ans =

   0.043612460570556

(mean(y_tg(1:12)) - log(gamma))*4

ans =

  -0.007729720957653

average revision: (mean(y_tg(12)) - log(gamma))*4

ans =

  -0.012270532836099

GY2009

GY2009 =

   0.239126187486257

GY2010

GY2010 =

   0.238473024318315

GY2011

GY2011 =

   0.238057866311419

GY2012

GY2012 =

   0.237795409987760

GY2010-GY2009

ans =

    -6.531631679420058e-04

GY2011-GY2009

ans =

  -0.001068321174838

GY2012-GY2009

ans =

  -0.001330777498498

RE model@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@

xw_RE =

   0.006536102098446
   0.269254291960873
   0.004512141545132

ini_con_RE

ini_con_RE =

  Column 1

  -0.006000000000000

  Column 2

   0.005876707990075

  Column 3

   0.005374853945535

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.006000000000000

  Column 2

   0.011632725616729

  Column 3

   0.010142825615338

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.005000000000000

  Column 2

   0.017270598938922

  Column 3

   0.014321738636471

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.021813368290875

  Column 3

   0.017033177436756

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.025283587174743

  Column 3

   0.018395261997034

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.028682784000454

  Column 3

   0.019418539711010

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

  -0.004000000000000

  Column 2

   0.032012454546223

  Column 3

   0.020113301359677

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.035274062659512

  Column 3

   0.020489586929280

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.034551235616172

  Column 3

   0.016973955337311

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.033843641013960

  Column 3

   0.013563786071599

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.033150953591822

  Column 3

   0.010256517955024

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.032472855076054

  Column 3

   0.007049647837995

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.031809034029800

  Column 3

   0.003940729319416

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.031159185705775

  Column 3

   0.000927371495522

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.030523011902180

  Column 3

  -0.001992762264029

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.029900220821718

  Column 3

  -0.004821955513397

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.029290526933649

  Column 3

  -0.007562439901698

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.028693650838827

  Column 3

  -0.010216396318626

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.028109319137635

  Column 3

  -0.012785956015096

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.027537264300784

  Column 3

  -0.015273201699460

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.026977224542884

  Column 3

  -0.017680168609813

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.026428943698752

  Column 3

  -0.020008845562926

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.025892171102377

  Column 3

  -0.022261175980294

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.025366661468507

  Column 3

  -0.024439058891806

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.024852174776781

  Column 3

  -0.026544349917522

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.024348476158358

  Column 3

  -0.028578862228029

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.023855335785002

  Column 3

  -0.030544367483837

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.023372528760542

  Column 3

  -0.032442596754281

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.022899835014692

  Column 3

  -0.034275241416360

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.022437039199140

  Column 3

  -0.036043954033960

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.021983930585895

  Column 3

  -0.037750349217878

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.021540302967814

  Column 3

  -0.039396004467067

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.021105954561280

  Column 3

  -0.040982460991511

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.020680687910976

  Column 3

  -0.042511224517127

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.020264309796715

  Column 3

  -0.043983766073080

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.019856631142272

  Column 3

  -0.045401522761902

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.019457466926191

  Column 3

  -0.046765898512782

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.019066636094507

  Column 3

  -0.048078264818384

  Column 4

                   0

ini_con_RE

ini_con_RE =

  Column 1

                   0

  Column 2

   0.018683961475352

  Column 3

  -0.049339961455575

  Column 4

                   0

+++++++++++++++++++multiplier++++++++++++++++

multiplier =

  Column 1

                   0

  Column 2

                   0

  Column 3

                   0

  Column 4

                   0

  Column 5

                   0

  Column 6

                   0

  Column 7

                   0

  Column 8

                   0

  Column 9

   1.660766448499861

  Column 10

   1.815976458772083

  Column 11

   1.884583103769522

  Column 12

   1.929708884401393

  Column 13

   1.972597442520629

  Column 14

   2.014789278015385

  Column 15

   2.052476729159720

  Column 16

   2.086947541801183

  Column 17

   2.119311606882725

  Column 18

   2.149728964221219

  Column 19

   2.178539412180177

  Column 20

   2.202681211999136

  Column 21

   2.219266515227179

  Column 22

   2.227189327196044

  Column 23

   2.226800359897307

  Column 24

   2.218994602676198

  Column 25

   2.206556661890737

  Column 26

   2.193762987415068

  Column 27

   2.184470933480351

  Column 28

   2.180936438468725

  Column 29

   2.183011840034150

  Column 30

   2.188142628660052

  Column 31

   2.191973817233603

  Column 32

   2.185310548506760

  Column 33

   2.164766850996429

  Column 34

   2.134829699980714

  Column 35

   2.098535841395230

  Column 36

   2.057362155356884

  Column 37

   2.014698771518911

  Column 38

   1.970388725404937

  Column 39

   1.925332401968318

  Column 40

   1.880208032156118


multiplier1 =

  Column 1

                   0

  Column 2

                   0

  Column 3

                   0

  Column 4

                   0

  Column 5

                   0

  Column 6

                   0

  Column 7

                   0

  Column 8

                   0

  Column 9

   3.367098443550670

  Column 10

   3.335773101250354

  Column 11

   3.272497904816742

  Column 12

   3.198229437048607

  Column 13

   3.126201751337806

  Column 14

   3.061315378252348

  Column 15

   3.002967912433818

  Column 16

   2.952442879113012

  Column 17

   2.910682014962752

  Column 18

   2.877637496325261

  Column 19

   2.853127355357111

  Column 20

   2.833873795741101

  Column 21

   2.816038208435140

  Column 22

   2.796878392972914

  Column 23

   2.774857902911990

  Column 24

   2.749049536309763

  Column 25

   2.720347355024270

  Column 26

   2.691543638735382

  Column 27

   2.666032408650940

  Column 28

   2.646691903252719

  Column 29

   2.634789002010987

  Column 30

   2.629490905950548

  Column 31

   2.628080948379885

  Column 32

   2.623176142494738

  Column 33

   2.611159170875905

  Column 34

   2.594497663437492

  Column 35

   2.574873674433141

  Column 36

   2.552865735518607

  Column 37

   2.530714086838572

  Column 38

   2.508122394667041

  Column 39

   2.485528035829689

  Column 40

   2.463237799118032


multiplier_RE =

  Columns 1 through 4

     0     0     0     0

  Columns 5 through 8

     0     0     0     0

  Columns 9 through 12

   NaN   NaN   NaN   NaN

  Columns 13 through 16

   NaN   NaN   NaN   NaN

  Columns 17 through 20

   NaN   NaN   NaN   NaN

  Columns 21 through 24

   NaN   NaN   NaN   NaN

  Columns 25 through 28

   NaN   NaN   NaN   NaN

  Columns 29 through 32

   NaN   NaN   NaN   NaN

  Columns 33 through 36

   NaN   NaN   NaN   NaN

  Columns 37 through 40

   NaN   NaN   NaN   NaN


multiplier_RE1 =

   1.0e+02 *

  Column 1

                   0

  Column 2

                   0

  Column 3

                   0

  Column 4

                   0

  Column 5

                   0

  Column 6

                   0

  Column 7

                   0

  Column 8

                   0

  Column 9

  -1.331550765500023

  Column 10

   0.498122222793450

  Column 11

   0.218101574715624

  Column 12

   0.142886588558207

  Column 13

   0.107954270112468

  Column 14

   0.087779833585652

  Column 15

   0.074642749496272

  Column 16

   0.065408122658237

  Column 17

   0.058562303310449

  Column 18

   0.053284820940800

  Column 19

   0.049092343036806

  Column 20

   0.045681640813417

  Column 21

   0.042852848329424

  Column 22

   0.040468878815508

  Column 23

   0.038432570180582

  Column 24

   0.036673137018512

  Column 25

   0.035137788827648

  Column 26

   0.033786353433713

  Column 27

   0.032587719431990

  Column 28

   0.031517417987715

  Column 29

   0.030555939855061

  Column 30

   0.029687539404200

  Column 31

   0.028899368806664

  Column 32

   0.028180840722759

  Column 33

   0.027523152099161

  Column 34

   0.026918923481703

  Column 35

   0.026361922422282

  Column 36

   0.025846848961226

  Column 37

   0.025369167517715

  Column 38

   0.024924973882825

  Column 39

   0.024510889051449

  Column 40

   0.024123973780369


years =

  Columns 1 through 2

        2008        2009

  Columns 3 through 4

        2010        2011

  Columns 5 through 6

        2012        2013

  Columns 7 through 8

        2014        2015

  Columns 9 through 10

        2016        2017


h1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [16 double]
              YData: [16 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h1', 'var'), matlab.graphics.internal.getForDisplay('h1', h1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h1'), end">all properties</a>


h1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h1', 'var'), matlab.graphics.internal.getForDisplay('h1', h1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h1'), end">all properties</a>


y_with =

  Column 1

  -0.600058387937056

  Column 2

  -1.717801830567969

  Column 3

  -3.158877605026814

  Column 4

  -4.688233178995429

  Column 5

  -6.126698265302750

  Column 6

  -7.457366515331830

  Column 7

  -8.786312208198938

  Column 8

 -10.201507837093489

  Column 9

 -11.324325682012885

  Column 10

 -12.088234601762522

  Column 11

 -12.657740756896787

  Column 12

 -13.196620717122762

  Column 13

 -13.730260295035029

  Column 14

 -14.227753554399522

  Column 15

 -14.671245838849783

  Column 16

 -15.024178355146155

  Column 17

 -15.218194817615926

  Column 18

 -15.182025916764291

  Column 19

 -14.847822095871017

  Column 20

 -14.235110119907732

  Column 21

 -13.462941335589459

  Column 22

 -12.675914807983142

  Column 23

 -11.994493252772884

  Column 24

 -11.513014369792334

  Column 25

 -11.252625046406035

  Column 26

 -11.108932010022549

  Column 27

 -10.873722450058064

  Column 28

 -10.299818361825318

  Column 29

  -9.195710308052362

  Column 30

  -7.521613267237513

  Column 31

  -5.433795395387145

  Column 32

  -3.433621284419171

  Column 33

  -1.974065009887454

  Column 34

  -1.051376983853576

  Column 35

  -0.502498704488323

  Column 36

  -0.243171181584337

  Column 37

  -0.134566380905458

  Column 38

  -0.121715390277811

  Column 39

  -0.189571353045483

  Column 40

  -0.308169985415916


ylhand = 

  <a href="matlab:helpPopup matlab.graphics.primitive.Text" style="font-weight:bold">Text</a> with properties:

                 String: ''
               FontSize: 8.800000000000001
             FontWeight: 'normal'
               FontName: 'Helvetica'
                  Color: [13 double]
    HorizontalAlignment: 'center'
               Position: [13 double]
                  Units: 'data'

  Show <a href="matlab:if exist('ylhand', 'var'), matlab.graphics.internal.getForDisplay('ylhand', ylhand, 'matlab.graphics.primitive.Text'), else, matlab.graphics.internal.getForDisplay('ylhand'), end">all properties</a>

average output loss over three years

ans =

  -4.370429778855192

cumulative output loss over six years

ans =

 -25.078660961842893


h2 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h2', 'var'), matlab.graphics.internal.getForDisplay('h2', h2, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h2'), end">all properties</a>


h3 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '--'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h3', 'var'), matlab.graphics.internal.getForDisplay('h3', h3, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h3'), end">all properties</a>


h3 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h3', 'var'), matlab.graphics.internal.getForDisplay('h3', h3, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h3'), end">all properties</a>


h4 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '--'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h4', 'var'), matlab.graphics.internal.getForDisplay('h4', h4, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h4'), end">all properties</a>


h4 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h4', 'var'), matlab.graphics.internal.getForDisplay('h4', h4, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h4'), end">all properties</a>


h5 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '--'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h5', 'var'), matlab.graphics.internal.getForDisplay('h5', h5, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h5'), end">all properties</a>


hi1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('hi1', 'var'), matlab.graphics.internal.getForDisplay('hi1', hi1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('hi1'), end">all properties</a>


hi1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '--'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('hi1', 'var'), matlab.graphics.internal.getForDisplay('hi1', hi1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('hi1'), end">all properties</a>


h1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [14 double]
              YData: [14 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h1', 'var'), matlab.graphics.internal.getForDisplay('h1', h1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h1'), end">all properties</a>

g_with1

g_with1 =

  Column 1

  -0.005471075247015

  Column 2

  -0.015110942598541

  Column 3

  -0.028327436705915

  Column 4

  -0.043732163220953

  Column 5

  -0.060240863788380

  Column 6

  -0.077845921962265

  Column 7

  -0.158680453495413

  Column 8

  -0.278234994694847

  Column 9

  -0.423124300729974

  Column 10

  -0.510203631527827

  Column 11

  -0.664802612024499

  Column 12

  -0.848545736727096

  Column 13

  -1.027747606491122

  Column 14

  -1.189881842899632

  Column 15

  -1.343390500978734

  Column 16

  -1.466098114845298

  Column 17

  -1.540100388751733

  Column 18

  -1.556284157992347

  Column 19

  -1.503170057623998

  Column 20

  -1.426761833925967

  Column 21

  -1.368087087186132

  Column 22

  -1.345750349934745

  Column 23

  -1.365796040304732

  Column 24

  -1.436285313501588

  Column 25

  -1.527908107033406

  Column 26

  -1.581586629021749

  Column 27

  -1.540100676920412

  Column 28

  -1.362259350585013

  Column 29

  -1.048891899512542

  Column 30

  -0.651030041293730

  Column 31

  -0.254375450873716

  Column 32

  -0.070766896886195

  Column 33

  -0.060740103519710

  Column 34

  -0.052130010893881

  Column 35

  -0.044628632698958

  Column 36

  -0.059227720444144

  Column 37

  -0.032095531676447

  Column 38

  -0.026706951775258

  Column 39

  -0.021796022793652

  Column 40

  -0.017281125601843


h2 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h2', 'var'), matlab.graphics.internal.getForDisplay('h2', h2, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h2'), end">all properties</a>


h2 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '--'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h2', 'var'), matlab.graphics.internal.getForDisplay('h2', h2, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h2'), end">all properties</a>


h1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [18 double]
              YData: [18 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h1', 'var'), matlab.graphics.internal.getForDisplay('h1', h1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h1'), end">all properties</a>


hp = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'o'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('hp', 'var'), matlab.graphics.internal.getForDisplay('hp', hp, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('hp'), end">all properties</a>


hpp = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'diamond'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('hpp', 'var'), matlab.graphics.internal.getForDisplay('hpp', hpp, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('hpp'), end">all properties</a>


y2hand = 

  <a href="matlab:helpPopup matlab.graphics.primitive.Text" style="font-weight:bold">Text</a> with properties:

                 String: ''
               FontSize: 9.900000000000000
             FontWeight: 'normal'
               FontName: 'Helvetica'
                  Color: [13 double]
    HorizontalAlignment: 'center'
               Position: [13 double]
                  Units: 'data'

  Show <a href="matlab:if exist('y2hand', 'var'), matlab.graphics.internal.getForDisplay('y2hand', y2hand, 'matlab.graphics.primitive.Text'), else, matlab.graphics.internal.getForDisplay('y2hand'), end">all properties</a>


hpp1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'diamond'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [140 double]
              YData: [140 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('hpp1', 'var'), matlab.graphics.internal.getForDisplay('hpp1', hpp1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('hpp1'), end">all properties</a>


y3hand = 

  <a href="matlab:helpPopup matlab.graphics.primitive.Text" style="font-weight:bold">Text</a> with properties:

                 String: ''
               FontSize: 9.900000000000000
             FontWeight: 'normal'
               FontName: 'Helvetica'
                  Color: [13 double]
    HorizontalAlignment: 'center'
               Position: [13 double]
                  Units: 'data'

  Show <a href="matlab:if exist('y3hand', 'var'), matlab.graphics.internal.getForDisplay('y3hand', y3hand, 'matlab.graphics.primitive.Text'), else, matlab.graphics.internal.getForDisplay('y3hand'), end">all properties</a>


h1 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [16 double]
              YData: [16 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('h1', 'var'), matlab.graphics.internal.getForDisplay('h1', h1, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('h1'), end">all properties</a>


hp2 = 

  <a href="matlab:helpPopup matlab.graphics.chart.primitive.Line" style="font-weight:bold">Line</a> with properties:

              Color: [13 double]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'o'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [156 double]
              YData: [156 double]
              ZData: [10 double]

  Show <a href="matlab:if exist('hp2', 'var'), matlab.graphics.internal.getForDisplay('hp2', hp2, 'matlab.graphics.chart.primitive.Line'), else, matlab.graphics.internal.getForDisplay('hp2'), end">all properties</a>


ythand = 

  <a href="matlab:helpPopup matlab.graphics.primitive.Text" style="font-weight:bold">Text</a> with properties:

                 String: ''
               FontSize: 8.800000000000001
             FontWeight: 'normal'
               FontName: 'Helvetica'
                  Color: [13 double]
    HorizontalAlignment: 'center'
               Position: [13 double]
                  Units: 'data'

  Show <a href="matlab:if exist('ythand', 'var'), matlab.graphics.internal.getForDisplay('ythand', ythand, 'matlab.graphics.primitive.Text'), else, matlab.graphics.internal.getForDisplay('ythand'), end">all properties</a>


ythand = 

  <a href="matlab:helpPopup matlab.graphics.primitive.Text" style="font-weight:bold">Text</a> with properties:

                 String: ''
               FontSize: 8.800000000000001
             FontWeight: 'normal'
               FontName: 'Helvetica'
                  Color: [13 double]
    HorizontalAlignment: 'center'
               Position: [13 double]
                  Units: 'data'

  Show <a href="matlab:if exist('ythand', 'var'), matlab.graphics.internal.getForDisplay('ythand', ythand, 'matlab.graphics.primitive.Text'), else, matlab.graphics.internal.getForDisplay('ythand'), end">all properties</a>

change in output gaps

ans =

  -0.009306682500291

change in debt GDP ratio

ans =

   0.021356176605848

grow_err(6)

ans =

  -0.012809617235787

CAB 2009Q4

ans =

  -0.011168423235897

change in CAB: 2009Q4 -- 2012Q4

ans =

  -0.004497023958020

change in potential output growth: 2009Q4 -- 2012Q4

ans =

  -0.241351554795492

growth_fore_err

growth_fore_err =

   0.029615437541496

+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
RE solution
ordering: rk wage output mp hours cons invst caput cap gama
+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
