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Hashim Al-Ali: An integrated macro-fiscal forecasting model and its application for
                                                  the Bangladesh economy


               sensitivity analysis) for the economy, v) demining priority and leading growth sectors for the

               optimal allocation of investment and other government expenditures,  based on factors including
               economic growth, job creation, and social benefits and outcomes, and vi) provide an analytical

               framework for monitoring of the impact of the annual budget, medium-term budget framework
               and any adopted development and public investment programme.

                      The model and its different segments, sectors/sub-models, and equation systems, have been
               numerically articulated and solved, for the Bangladesh economy, using a hybrid of different types

               and sources of statistical data. In order to articulate various incorporated relationships and functions

               within the model’s framework. Accordingly, the macro-fiscal model is designed to use and utilize all
               available  and  valid  data,  in  the  format  of;  time  series,  cross-section,  inter-industrial/inter-sectoral

               input-output data, simulated data, borrowed data and/or experts assumptions, views and judgment, as

               well as handling different policy scenarios alternatives.
                      Most importantly, the macro-fiscal model, in its entirety and for all of its segments/sectors,

               have  been  used  as  a  viable  analytical  and  knowledge  topic  for  a  thorough  practical  training
               programmes.  Such  a  programmes  have  been  successfully  delivered  to  selective  MOF/FD/MEW

               staff. Whereby, such modelling techniques, procedures and solution results, together with how to
               interpret the outcomes and how be used in by the related divisions for preparation of MTMF and

               MTBF, have been achieved. This is besides, that MEW staff have been trained and guided on the

               required statistical data to apply and articulate the model’s modules and contents. Hence, data needed
               to  run  the  model,  and  on  different  variables  and  dimensions,  have  properly  gathered,  cleaned,

               tabulated and normalized in values, prices, quantities, indexations, etc. Thereafter, all the stated and
               demonstrated  model’s  mathematical/econometric  and  economic  equations  and  functional

               relationships,  have  been  calibrated  and  numerically  articulated,  with  the  full  participation  of  the
               MOF/MEW  staff.  Thus,  in  doing  so  the  staff  would  be  able,  from  now  onward,  to  assist  in  the

               process of carrying out the sought after forecasting and projections of various parts and segments of

               the model and the economy, as identified therein. These empirical solutions would eventually serve
               in an effectively manner, and facilitate the MOF work, amongst others, on preparation of medium

               term macroeconomic framework (MTMF), medium term budget framework (MTBF), public finance

               management  (PFM),  investment  programmes  (PIP),  and  on  all  other  related  macro  and  sectoral
               issues and strategies/policies affecting socio-economic development, macroeconomic stability and

               fiscal sustainability of Bangladesh economy, at large, and for the future years to come.


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