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Fixed	
  Investment,	
  uncertainty	
  and	
  
financial	
  markets	
  vola7lity	
  in	
  Japan	
  
Author	
  Luke	
  Meehan	
  
Discussant	
  Omer	
  Majeed	
  
Strengths	
  	
  
•  Interes7ng	
  topic.	
  	
  
•  Methodologically	
  sound.	
  	
  
•  A	
  novel	
  approach.	
  Using	
  TVP-­‐VAR,	
  along	
  with	
  
Bayesian	
  methods.	
  
Sugges7on/comments	
  
•  Posterior	
  can	
  be	
  quite	
  sensi7ve	
  to	
  priors.	
  	
  
o  Karagedikli	
  et	
  al	
  (2010),	
  “RBCs	
  and	
  DSGEs:	
  
the	
  computa7onal	
  approach	
  to	
  business	
  
cycle	
  theory	
  and	
  evidence",	
  Journal	
  of	
  
Economic	
  Surveys.	
  
•  Should	
  under	
  take	
  sensi7vity	
  analysis	
  to	
  see	
  if	
  
posterior	
  is	
  prior	
  driven	
  or	
  likelihood	
  driven.	
  
Sugges7on/comments	
  
•  Bayesian	
  techniques	
  adapted	
  to	
  deal	
  with	
  model	
  
uncertainty.	
  
•  There	
  usually	
  is	
  considerable	
  model	
  uncertainty	
  
with	
  these	
  models.	
  
–  Variables	
  to	
  choose	
  (unit	
  labour	
  costs	
  etc,	
  integrated	
  
health	
  of	
  world	
  economy	
  and/or	
  financial	
  markets	
  
maer);	
  
–  Cointegra7on	
  rank;	
  
–  Lag	
  length;	
  and	
  
–  Structural	
  breaks.	
  
Sugges7on/comments	
  
•  Could	
  construct	
  a	
  reasonable	
  model	
  space	
  and	
  
use	
  Bayesian	
  Method	
  Averaging	
  to	
  see	
  how	
  
robust	
  your	
  results	
  are.	
  	
  
o  Garra,	
  Koop,	
  Mise	
  and	
  Vahey	
  (2009)	
  “Real-­‐
7me	
  predic7on	
  with	
  UK	
  monetary	
  aggregates	
  
in	
  the	
  presence	
  of	
  model	
  uncertainty",	
  
Journal	
  of	
  Business	
  and	
  Economic	
  Sta7s7cs,	
  
27(4),	
  480-­‐491	
  
Sugges7on/comments	
  
•  Sample	
  size.	
  (September	
  1987	
  to	
  February	
  
2011).	
  Why?	
  
Sugges7on/comments	
  
•  Some	
  interes7ng	
  results.	
  Which	
  need	
  to	
  be	
  explained.	
  	
  
•  For	
  example	
  :	
  
•  “Posi7ve	
  spikes	
  in	
  machinery	
  investment	
  deliver	
  short-­‐	
  
and	
  long-­‐term	
  Tankan	
  falls.	
  This	
  indicates,	
  according	
  to	
  
the	
  assump7ons	
  made	
  here	
  about	
  the	
  strong	
  link	
  
between	
  Tankan	
  business-­‐confidence	
  and	
  uncertainty,	
  
that	
  increasing	
  the	
  fixed	
  produc7ve	
  capacity	
  of	
  firms	
  
on	
  a	
  macro	
  scale	
  increases	
  macro-­‐level	
  uncertainty.	
  
This	
  inverse	
  rela7onship	
  between	
  investment	
  and	
  
confidence	
  requires	
  further	
  study.”	
  
In	
  conclusion	
  
•  A	
  very	
  novel	
  approach	
  to	
  looking	
  at	
  fixed	
  
investment,	
  uncertainty	
  and	
  financial	
  markets.	
  
•  	
  Sound	
  methodology.	
  	
  	
  
•  May	
  be	
  the	
  sugges7ons	
  given	
  will	
  help.	
  

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Omer discussant Luke M PhD Conference 2012

  • 1. Fixed  Investment,  uncertainty  and   financial  markets  vola7lity  in  Japan   Author  Luke  Meehan   Discussant  Omer  Majeed  
  • 2. Strengths     •  Interes7ng  topic.     •  Methodologically  sound.     •  A  novel  approach.  Using  TVP-­‐VAR,  along  with   Bayesian  methods.  
  • 3. Sugges7on/comments   •  Posterior  can  be  quite  sensi7ve  to  priors.     o  Karagedikli  et  al  (2010),  “RBCs  and  DSGEs:   the  computa7onal  approach  to  business   cycle  theory  and  evidence",  Journal  of   Economic  Surveys.   •  Should  under  take  sensi7vity  analysis  to  see  if   posterior  is  prior  driven  or  likelihood  driven.  
  • 4. Sugges7on/comments   •  Bayesian  techniques  adapted  to  deal  with  model   uncertainty.   •  There  usually  is  considerable  model  uncertainty   with  these  models.   –  Variables  to  choose  (unit  labour  costs  etc,  integrated   health  of  world  economy  and/or  financial  markets   maer);   –  Cointegra7on  rank;   –  Lag  length;  and   –  Structural  breaks.  
  • 5. Sugges7on/comments   •  Could  construct  a  reasonable  model  space  and   use  Bayesian  Method  Averaging  to  see  how   robust  your  results  are.     o  Garra,  Koop,  Mise  and  Vahey  (2009)  “Real-­‐ 7me  predic7on  with  UK  monetary  aggregates   in  the  presence  of  model  uncertainty",   Journal  of  Business  and  Economic  Sta7s7cs,   27(4),  480-­‐491  
  • 6. Sugges7on/comments   •  Sample  size.  (September  1987  to  February   2011).  Why?  
  • 7. Sugges7on/comments   •  Some  interes7ng  results.  Which  need  to  be  explained.     •  For  example  :   •  “Posi7ve  spikes  in  machinery  investment  deliver  short-­‐   and  long-­‐term  Tankan  falls.  This  indicates,  according  to   the  assump7ons  made  here  about  the  strong  link   between  Tankan  business-­‐confidence  and  uncertainty,   that  increasing  the  fixed  produc7ve  capacity  of  firms   on  a  macro  scale  increases  macro-­‐level  uncertainty.   This  inverse  rela7onship  between  investment  and   confidence  requires  further  study.”  
  • 8. In  conclusion   •  A  very  novel  approach  to  looking  at  fixed   investment,  uncertainty  and  financial  markets.   •   Sound  methodology.       •  May  be  the  sugges7ons  given  will  help.