start

xw =

   0.003741532508610
   0.245096234511206
   0.006597263766687


xb =

   0.000231587329708
  -0.035627373486035
   0.989309907544512


xR =

   0.002053289064899
  -0.399893856307757
  -0.010763956671964


xk =

   0.000084408184779
   0.983212755351816
  -0.000094392307586


xw =

   0.003737063806854
   0.245096212167697
   0.006597241423179


xb =

   0.000231322833512
  -0.035627374808516
   0.989309906222031


xR =

   0.002040796895019
  -0.399893918768606
  -0.010764019132813


xk =

   0.000084301362208
   0.983212754817703
  -0.000094392841699


xw =

   0.003733582684420
   0.245096194886039
   0.006597224324481


xb =

   0.000231677105281
  -0.035627373049772
   0.989309907962156


xR =

   0.002020544926895
  -0.399894019307325
  -0.010764118607131


xk =

   0.000083939867288
   0.983212753023100
  -0.000094394617302


xw =

   0.003730499723793
   0.245096179952078
   0.006597208810305


xb =

   0.000232276266044
  -0.035627370147418
   0.989309910977272


xR =

   0.001997433798026
  -0.399894131258379
  -0.010764234907717


xk =

   0.000083477970588
   0.983212750785658
  -0.000094396941674


xw =

   0.003727550263811
   0.245096166115299
   0.006597193359612


xb =

   0.000232952448750
  -0.035627366975247
   0.989309914519443


xR =

   0.001973655731195
  -0.399894242808244
  -0.010764359468690


xk =

   0.000082984936627
   0.983212748472691
  -0.000094399524423


xw =

   0.003711210719092
   0.245096092101965
   0.006597103898819


xb =

   0.000232837658671
  -0.035627367495212
   0.989309913890955


xR =

   0.001912699432400
  -0.399894518922358
  -0.010764693211087


xk =

   0.000082171039387
   0.983212744785976
  -0.000094403980600


xw =

   0.003697799091995
   0.245096034947176
   0.006597030811830


xb =

   0.000234549464783
  -0.035627360200205
   0.989309923219484


xR =

   0.001829171808939
  -0.399894874882425
  -0.010765148396911


xk =

   0.000080606023474
   0.983212738116528
  -0.000094412509192


xw =

   0.003686046720300
   0.245095990967628
   0.006596959690194


xb =

   0.000235430015344
  -0.035627356905022
   0.989309928548298


xR =

   0.001733689409755
  -0.399895232195220
  -0.010765726226185


xk =

   0.000078773938777
   0.983212731260528
  -0.000094423596389


xw =

   0.003675542207825
   0.245095958007889
   0.006596892593923


xb =

   0.000235722208273
  -0.035627355988216
   0.989309930414644


xR =

   0.001629747072309
  -0.399895558332424
  -0.010766390144976


xk =

   0.000076741097672
   0.983212724882135
  -0.000094436580910


xw =

   0.003683620610670
   0.245095977971877
   0.006596945448428


xb =

   0.000237059282386
  -0.035627352683933
   0.989309939162708


xR =

   0.001571812837371
  -0.399895701504088
  -0.010766769190854


xk =

   0.000075000752154
   0.983212720581255
  -0.000094447967455


xw =

   0.003687202103973
   0.245095984819236
   0.006596970797131


xb =

   0.000238160676149
  -0.035627350578208
   0.989309946958033


xR =

   0.001551235260464
  -0.399895740845792
  -0.010766914832587


xk =

   0.000074222621240
   0.983212719093568
  -0.000094453474825


xw =

   0.003688629095041
   0.245095987227844
   0.006596981569792


xb =

   0.000236827798805
  -0.035627352827963
   0.989309936895857


xR =

   0.001548454923053
  -0.399895745538705
  -0.010766935821948


xk =

   0.000074095821978
   0.983212718879544
  -0.000094454432060


xw =

   0.003689632916391
   0.245095988924200
   0.006596988787331


xb =

   0.000233992709114
  -0.035627357618975
   0.989309916511383


xR =

   0.001549133522618
  -0.399895744391941
  -0.010766930942775


xk =

   0.000074180808462
   0.983212719023163
  -0.000094453821002


xw =

   0.003691021510871
   0.245095991374716
   0.006596997555844


xb =

   0.000230124064886
  -0.035627364446148
   0.989309892082179


xR =

   0.001546638394813
  -0.399895748795207
  -0.010766946698679


xk =

   0.000074269697865
   0.983212719180030
  -0.000094453259695


xw =

   0.003693486420386
   0.245095995910342
   0.006597010085582


xb =

   0.000224464638562
  -0.035627374859935
   0.989309863313930


xR =

   0.001535366188286
  -0.399895769536949
  -0.010767003998063


xk =

   0.000074279580736
   0.983212719198215
  -0.000094453209458


xw =

   0.003697200849662
   0.245096002920190
   0.006597022097677


xb =

   0.000218240907822
  -0.035627386605321
   0.989309843187005


xR =

   0.001514009204446
  -0.399895809841716
  -0.010767073064421


xk =

   0.000074073522880
   0.983212718809344
  -0.000094453875828


xw =

   0.003701482664793
   0.245096010879102
   0.006597027214677


xb =

   0.000212979139537
  -0.035627396385741
   0.989309836898908


xR =

   0.001488252899086
  -0.399895857716778
  -0.010767103844597


xk =

   0.000073669375598
   0.983212718058127
  -0.000094454358806


xw =

   0.003705294533591
   0.245096017594259
   0.006597025315899


xb =

   0.000209444889165
  -0.035627402611833
   0.989309838659397


xR =

   0.001466611835404
  -0.399895895840635
  -0.010767093064695


xk =

   0.000073221883890
   0.983212717269806
  -0.000094454135900


xw =

   0.003707470589688
   0.245096021185704
   0.006597021886237


xb =

   0.000208606939196
  -0.035627403994818
   0.989309839980083


xR =

   0.001458546830161
  -0.399895909151425
  -0.010767080353513


xk =

   0.000072896077272
   0.983212716732082
  -0.000094453622399


xw =

   0.003707104260718
   0.245096020605774
   0.006597022508859


xb =

   0.000210372501277
  -0.035627401199778
   0.989309836979287


xR =

   0.001471290045712
  -0.399895888977801
  -0.010767102012217


xk =

   0.000072889690552
   0.983212716721972
  -0.000094453611544


xw =

   0.003704148082703
   0.245096015790970
   0.006597025183092


xb =

   0.000213325561990
  -0.035627396390052
   0.989309834307874


xR =

   0.001504978833007
  -0.399895834108003
  -0.010767132487941


xk =

   0.000073328837445
   0.983212717437221
  -0.000094454008808


xw =

   0.003699386952562
   0.245096007073880
   0.006597023737761


xb =

   0.000216075859328
  -0.035627391354570
   0.989309835142779


xR =

   0.001552959309890
  -0.399895746261188
  -0.010767117922563


xk =

   0.000074162960070
   0.983212718964405
  -0.000094453755594


xw =

   0.003693985868845
   0.245095995351279
   0.006597016032668


xb =

   0.000217674140077
  -0.035627387885635
   0.989309837422858


xR =

   0.001605557338333
  -0.399895632101558
  -0.010767042887117


xk =

   0.000075225610187
   0.983212721270799
  -0.000094452239636


xw =

   0.003689301480486
   0.245095983231967
   0.006597006089037


xb =

   0.000217014327079
  -0.035627389592683
   0.989309836022262


xR =

   0.001651651896185
  -0.399895512847070
  -0.010766945041417


xk =

   0.000076323012006
   0.983212724109965
  -0.000094449910162

GDP growth 2008

Yg2008 =

   0.006518863578254

GDP growth 2009

Yg2009 =

  -0.039112534962084

GY2009

GY2009 =

   0.178850470037478

GY2010

GY2010 =

   0.175763929652362

GY2011

GY2011 =

   0.170749593025248

GY2012

GY2012 =

   0.166744522798804

GY2010-GY2009

ans =

  -0.003086540385115

GY2011-GY2009

ans =

  -0.008100877012230

GY2012-GY2009

ans =

  -0.012105947238673

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

xw_RE =

   0.003741532508610
   0.245096234511206
   0.006597263766687

change in output gaps

ans =

  -0.006234195714152

change in debt GDP ratio

ans =

   0.015273485947007

grow_err(6)

ans =

  -0.009882672443862


xw =

   0.003741532508610
   0.245096234511206
   0.006597263766687


xb =

   0.000231587329708
  -0.035627373486035
   0.989309907544512


xR =

   0.002053289064899
  -0.399893856307757
  -0.010763956671964


xk =

   0.000084408184779
   0.983212755351816
  -0.000094392307586


xw =

   0.003737063806854
   0.245096212167697
   0.006597241423179


xb =

   0.000231322833512
  -0.035627374808516
   0.989309906222031


xR =

   0.002040796895019
  -0.399893918768606
  -0.010764019132813


xk =

   0.000084301362208
   0.983212754817703
  -0.000094392841699


xw =

   0.003733582684420
   0.245096194886039
   0.006597224324481


xb =

   0.000231677105281
  -0.035627373049772
   0.989309907962156


xR =

   0.002020544926895
  -0.399894019307325
  -0.010764118607131


xk =

   0.000083939867288
   0.983212753023100
  -0.000094394617302


xw =

   0.003730499723793
   0.245096179952078
   0.006597208810305


xb =

   0.000232276266044
  -0.035627370147418
   0.989309910977272


xR =

   0.001997433798026
  -0.399894131258379
  -0.010764234907717


xk =

   0.000083477970588
   0.983212750785658
  -0.000094396941674


xw =

   0.003727550263811
   0.245096166115299
   0.006597193359612


xb =

   0.000232952448750
  -0.035627366975247
   0.989309914519443


xR =

   0.001973655731195
  -0.399894242808244
  -0.010764359468690


xk =

   0.000082984936627
   0.983212748472691
  -0.000094399524423


xw =

   0.003711210719092
   0.245096092101965
   0.006597103898819


xb =

   0.000232837658671
  -0.035627367495212
   0.989309913890955


xR =

   0.001912699432400
  -0.399894518922358
  -0.010764693211087


xk =

   0.000082171039387
   0.983212744785976
  -0.000094403980600


xw =

   0.003697799091995
   0.245096034947176
   0.006597030811830


xb =

   0.000234549464783
  -0.035627360200205
   0.989309923219484


xR =

   0.001829171808939
  -0.399894874882425
  -0.010765148396911


xk =

   0.000080606023474
   0.983212738116528
  -0.000094412509192


xw =

   0.003685526411477
   0.245095989020536
   0.006596956541450


xb =

   0.000236953109618
  -0.035627351205322
   0.989309937765582


xR =

   0.001737934034357
  -0.399895216311050
  -0.010765700539060


xk =

   0.000078758112609
   0.983212731201303
  -0.000094423692164


xw =

   0.003673591531373
   0.245095951636877
   0.006596874139333


xb =

   0.000239540470480
  -0.035627343100924
   0.989309955629525


xR =

   0.001645609577550
  -0.399895505499214
  -0.010766337975763


xk =

   0.000076836964200
   0.983212725183685
  -0.000094436956369


xw =

   0.003679515657649
   0.245095966470622
   0.006596920567600


xb =

   0.000243145326811
  -0.035627334074526
   0.989309983881325


xR =

   0.001605059559955
  -0.399895607034634
  -0.010766655772338


xk =

   0.000075362372895
   0.983212721491374
  -0.000094448512962


xw =

   0.003681322429150
   0.245095970146885
   0.006596937073030


xb =

   0.000244138762176
  -0.035627332053169
   0.989309992956672


xR =

   0.001598561828585
  -0.399895620255656
  -0.010766715131171


xk =

   0.000074965285532
   0.983212720683415
  -0.000094452140481


xw =

   0.003681309763775
   0.245095970122322
   0.006596936952081


xb =

   0.000243978479889
  -0.035627332364010
   0.989309991426039


xR =

   0.001606960137944
  -0.399895603968508
  -0.010766634930617


xk =

   0.000075044214611
   0.983212720836485
  -0.000094451386739


xw =

   0.003680517744322
   0.245095968531676
   0.006596929373381


xb =

   0.000243324264352
  -0.035627333677899
   0.989309985165961


xR =

   0.001621590660309
  -0.399895574585406
  -0.010766494933632


xk =

   0.000075326915447
   0.983212721404246
  -0.000094448681623


xw =

   0.003679416016198
   0.245095966166617
   0.006596919000505


xb =

   0.000242474037933
  -0.035627335503064
   0.989309977160998


xR =

   0.001638547656135
  -0.399895538184149
  -0.010766335281891


xk =

   0.000075690457371
   0.983212722184654
  -0.000094445258841


xw =

   0.003678215562438
   0.245095963391948
   0.006596907969308


xb =

   0.000241561638221
  -0.035627337611939
   0.989309968776784


xR =

   0.001656082626971
  -0.399895497654692
  -0.010766174149723


xk =

   0.000076079615505
   0.983212723084135
  -0.000094441682793


xw =

   0.003677010124198
   0.245095960398820
   0.006596897196660


xb =

   0.000240646529380
  -0.035627339884174
   0.989309960598725


xR =

   0.001673424588923
  -0.399895454594242
  -0.010766019169695


xk =

   0.000076469853451
   0.983212724053104
  -0.000094438195351


xw =

   0.003675840349325
   0.245095957295264
   0.006596887045186


xb =

   0.000239754495367
  -0.035627342250849
   0.989309952857526


xR =

   0.001690244959727
  -0.399895409967737
  -0.010765873200107


xk =

   0.000076850532170
   0.983212725063091
  -0.000094434891767


xw =

   0.003674722888358
   0.245095954146291
   0.006596877633277


xb =

   0.000238896097236
  -0.035627344669791
   0.989309945627595


xR =

   0.001706414859012
  -0.399895364401420
  -0.010765737007765


xk =

   0.000077217294001
   0.983212726096615
  -0.000094431802684


xw =

   0.003673663589476
   0.245095950993714
   0.006596868974638


xb =

   0.000238075043474
  -0.035627347113326
   0.989309938916356


xR =

   0.001721895056688
  -0.399895318330847
  -0.010765610473650


xk =

   0.000077568608837
   0.983212727142162
  -0.000094428931060


xw =

   0.003672663480254
   0.245095947866346
   0.006596861040023


xb =

   0.000237291984578
  -0.035627349561973
   0.989309932703764


xR =

   0.001736686093827
  -0.399895272078875
  -0.010765493125289


xk =

   0.000077904208379
   0.983212728191591
  -0.000094426268498


xw =

   0.003671721477439
   0.245095944785306
   0.006596853784225


xb =

   0.000236546232030
  -0.035627352001131
   0.989309926959588


xR =

   0.001750805698004
  -0.399895225897412
  -0.010765384368711


xk =

   0.000078224376841
   0.983212729238777
  -0.000094423802393


xw =

   0.003670835612610
   0.245095941766824
   0.006596847157705


xb =

   0.000235836535798
  -0.035627354419338
   0.989309921650859


xR =

   0.001764278578341
  -0.399895179990132
  -0.010765283587747


xk =

   0.000078529630132
   0.983212730278892
  -0.000094421519012


xw =

   0.003670003584770
   0.245095938823753
   0.006596841111487


xb =

   0.000235161434886
  -0.035627356807323
   0.989309916745004


xR =

   0.001777131834438
  -0.399895134525253
  -0.010765190185115


xk =

   0.000078820571213
   0.983212731308017
  -0.000094419404788


xw =

   0.003669223007786
   0.245095935966422
   0.006596835599097


xb =

   0.000234519414293
  -0.035627359157464
   0.989309912211092


xR =

   0.001789392910104
  -0.399895089643128
  -0.010765103598113


xk =

   0.000079097825324
   0.983212732322916
  -0.000094417446835

GDP growth 2008

Yg2008 =

   0.006518863578254

GDP growth 2009

Yg2009 =

  -0.036481749482697

GY2009

GY2009 =

   0.179282784085306

GY2010

GY2010 =

   0.178626267329169

GY2011

GY2011 =

   0.178445335975608

GY2012

GY2012 =

   0.178343723669265

GY2010-GY2009

ans =

    -6.565167561363716e-04

GY2011-GY2009

ans =

    -8.374481096976027e-04

GY2012-GY2009

ans =

    -9.390604160409988e-04

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

xw_RE =

   0.003741532508610
   0.245096234511206
   0.006597263766687

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

multiplier =

  Columns 1 through 2

                   0                   0

  Columns 3 through 4

                   0                   0

  Columns 5 through 6

                   0                   0

  Columns 7 through 8

                   0                   0

  Columns 9 through 10

   1.711078962753844   1.876513261830431

  Columns 11 through 12

   1.944834476260026   1.967896313250937

  Columns 13 through 14

   1.973036665572175   1.965122371299826

  Columns 15 through 16

   1.961867804716455   1.972201416887659

  Columns 17 through 18

   1.993813080678576   2.023735429703563

  Columns 19 through 20

   2.057565539703249   2.089598340449748

  Columns 21 through 22

   2.115439290940357   2.132434751801910

  Columns 23 through 24

   2.138171800339907   2.132151418648119


multiplier1 =

  Columns 1 through 2

                   0                   0

  Columns 3 through 4

                   0                   0

  Columns 5 through 6

                   0                   0

  Columns 7 through 8

                   0                   0

  Columns 9 through 10

   3.835674415878786   3.838348954941308

  Columns 11 through 12

   3.792888992089611   3.714237389056119

  Columns 13 through 14

   3.613351257247950   3.488803704203399

  Columns 15 through 16

   3.356562743013753   3.235783138733099

  Columns 17 through 18

   3.136715150739946   3.064400611520455

  Columns 19 through 20

   3.017656304780325   2.990027940062437

  Columns 21 through 22

   2.974001407919677   2.962957076527616

  Columns 23 through 24

   2.950190610930248   2.930531708358006


multiplier_RE =

  Columns 1 through 7

     0     0     0     0     0     0     0

  Columns 8 through 14

     0   NaN   NaN   NaN   NaN   NaN   NaN

  Columns 15 through 21

   NaN   NaN   NaN   NaN   NaN   NaN   NaN

  Columns 22 through 24

   NaN   NaN   NaN


multiplier_RE1 =

  Columns 1 through 2

                   0                   0

  Columns 3 through 4

                   0                   0

  Columns 5 through 6

                   0                   0

  Columns 7 through 8

                   0                   0

  Columns 9 through 10

   1.159633601085621   1.156582282455067

  Columns 11 through 12

   1.153424800148811   1.150155643736765

  Columns 13 through 14

   1.146768915069825   1.143258293566398

  Columns 15 through 16

   1.139616997701313   1.135837742203407

  Columns 17 through 18

   1.131912690393346   1.127833401005538

  Columns 19 through 20

   1.123590768734736   1.119174957626064

  Columns 21 through 22

   1.114575326282843   1.109780343695139

  Columns 23 through 24

   1.104777494287472   1.099553170539605


years =

  Columns 1 through 3

        2009        2010        2011

  Columns 4 through 5

        2012        2013


h1 = 

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

              Color: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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: [1 0 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [120 double]
              YData: [120 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: [1 0 0]
          LineStyle: '--'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [120 double]
              YData: [120 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>

output: learning model

ans =

  Columns 1 through 2

  -2.381532302394456  -3.804951873809640

  Columns 3 through 4

  -5.449471811739317  -7.259367138382927

  Columns 5 through 6

  -8.331891748534133  -8.800186786083028

  Columns 7 through 8

  -8.979415555162195  -9.100968405641105

  Columns 9 through 10

  -9.272749404100178  -9.587674234898522

  Columns 11 through 12

 -10.068069140471312 -10.621599143278431

  Columns 13 through 14

 -11.108910253884291 -11.373478755240059

  Columns 15 through 16

 -11.294262505340853 -10.866089745241164

  Columns 17 through 18

 -10.195207382284238  -9.438411476193487

  Columns 19 through 20

  -8.778096089144002  -8.375798462766369

output: learning model counterfactual

ans =

  Columns 1 through 2

  -2.381532302394453  -3.804951873809701

  Columns 3 through 4

  -5.378993052011589  -6.996288590444319

  Columns 5 through 6

  -7.963462016929650  -8.295493209474429

  Columns 7 through 8

  -8.172093891500467  -7.943559815155631

  Columns 9 through 10

  -7.732972884083273  -7.535413895529006

  Columns 11 through 12

  -7.348422343245598  -7.170663855688313

  Columns 13 through 14

  -7.001325169775148  -6.839839181491108

  Columns 15 through 16

  -6.685759758701069  -6.538704514294818

  Columns 17 through 18

  -6.398328429391983  -6.264311490875055

  Columns 19 through 20

  -6.136352705026910  -6.014167021437588


h1 = 

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

              Color: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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

h1 = 

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

              Color: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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: [0 1 0]
          LineStyle: '-'
          LineWidth: 0.500000000000000
             Marker: 'none'
         MarkerSize: 6
    MarkerFaceColor: 'none'
              XData: [15 double]
              YData: [15 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>

cab_with(8)*100

ans =

  -1.047104615787446

change in output gaps

ans =

  -0.006234195714152

change in debt GDP ratio

ans =

   0.015273485947007

grow_err(6)

ans =

  -0.009882672443862

cab data

cab_data =

  Columns 1 through 2

  -4.800000000000000  -4.400000000000000

  Columns 3 through 4

  -3.300000000000000  -2.600000000000000

  Column 5

  -1.400000000000000

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