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Gorkhmaz Imanov, Ali Ahmadov: Estimation of the Optimal Size of Financial Depth
                                                                in Terms of Macro-Stability


                    On  the  other  hand,  Global  Fina  ncial  Crisis  of  2008-2009  proved  that  extreme
                    financial deepness could potentially create bubbles, prevent proper identification of
                    risks and financial sector sustainability and increase its sensitivity to shocks. This, in
                    turn, may negatively affect economic activity.

                    A lot of existing studies was  devoted to  non-linear  relationship  between financial
                    deepness  and  economic  growth  (see  for  instance,  Arcand  et  al.,  2015;  Law  and
                    Singh, 2014; Cecchetti and Kharroubi, 2012; Sahay et al., 2015; Imanov 2017). The
                    majority of these papers have shown that the optimal level of domestic credit to the
                    private sector in percentage of GDP varies between 80-100% and anything beyond
                    this level has negative macroeconomic impact.

                    Financial deepness can be bank-oriented and market-oriented. In the early stage of
                    economic development, the main driver of the economic growth is banking sector
                    (bank-oriented  financing).  Banks  finance  low  risk  investments  through  standard
                    financial  products.  Whereas  in  the  transition  from  developing  stage  to  developed
                    stage, investors require a broader range of financial instruments to manage risks and
                    attract  capital.  In  this  stage,  securities  markets  play  key  role  to  finance  complex
                    investment projects through their non-standard financial mechanism (market based
                    financial sector).

                    The rest of the paper will be structured as follows. Section 2 provides a literature review
                    related to my study. Section 3 is devoted to data and methodological issues. The fourth
                    section summarizes results of analysis followed by conclusion in section five.

                    II.  LITERATURE REVIEW
                    There is a broad range of research in economic literature that investigated the market
                    versus bank-finance: for research in the field of currency crisis see Kaminsky and
                    Reinhart (1999) and Domac and Martinez-Peria (2003): for research in the field of
                    deposit insurance see Demirgüç-Kunt and Detragiache (2002); and for research on
                    development level and dynamic of credit market see Schularick and Taylor (2012).

                    However, the impact of the development of financial markets, especially that of loan
                    and stock markets on price stability, is not widely examined. Lee et al. (2011) used
                    VAR model and found that yields of securities had negligible impact on inflation.

                    Investigating  15  OECD  countries,  De  Schryder  (2017)  reviewed  the  impact  of
                    inflation on crisis and its reaction on decreasing level of leverage in economies. The
                    author  used  a  hybrid  Keynesian  Phillips  curve  and  identified  that  there  is  an
                    asymmetric reaction of inflation on output gap (strong when there is overheating of

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