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Research Journal of Finance and Accounting                                                  www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011

      Long Run Relationship between Private Investment and
                  Monetary Policy in Nigeria
                                      Onouorah Chichi Anastasia
                  Dept. of Accountancy, Delta State University, Asaba Campus, Nigeria.
                        Phone: +23480277 E-mail: onuorahanastasia@yahoo.com

                               Shaib Ismail Omade(Corresponding author)
                                            Dept. of Statistics,
                        P.M. B 13, Federal Polytechnic, Auchi. Edo State, Nigeria.
                        Phone: +2347032808765 E-mail: shaibismail@yahoo.com

                                         Ehikioya John Osemen.
                       Dept. of Accountancy, P.M.B 13, Federal Polytechnic, Auchi,
                                 Edo State Nigeria. Tel: +2348063062265
Abstract
The paper investigated the relationship between financial sector development and economic growth in
Nigeria for the period 1980-2009. Functional monetary policy measure was used to empirically determine
the long run relationship of private investment and economic growth in Nigeria. Appling Vector Auto-
Regression Model technique to test the stationary series of variables and the result showed that money
supply has a negative but GDP and Others have positive significant impact on private investment in
Nigeria in the short run but the variables became statistically significant in the long run. This implies that
the monetary policy in Nigeria has positively affected the growth of private investment in the Nigeria
economy.
Key Words: Private Investment, Monetary Policy, Co-Integration, Vector Auto-Regression, Granger,
Johansen Test.
     1. Introduction
     The relationship between monetary policy and private investment is a perennial issue in development
economics judging from the hundreds of theoretical and empirical scholarly papers that have been written
to conceptualize how the development and structure of private investment affect money supply, gross
domestic product and others (technological innovation, income growth and employment). Monetary policy
in the Nigerian context refers to the actions of the Central Bank of Nigeria to regulate the money supply, so
as to achieve the ultimate macroeconomic objectives of government. Several factors influence the money
supply, some of which are within the control of the central bank, while others are outside its control. The
specific objective and the focus of monetary policy may change from time to time, depending on the level
of economic development and economic fortunes of the country. The choice of instrument to use to achieve
what objective would depend on these and other circumstances. These are the issues confronting monetary
policy makers. (Osiegbu & Onuorah 2010), (Kashyap & Stein 1994), (Hanson 2004).
         The studies of (Klein1992), (Bryan 1971), (Ezenduyi 1994), (Nnnana (2003), Levine et al.,
(2000), Anyawu(2002), (Khan et al. 2005), and (Bright 2004), support a positive relationship between
private sector investment development and economic growth through monetary policy in Nigeria.
According to (Adamu et’al 2009), empirical studies that are based on cross-sectional and panel data
generally support the positive effect of private investment development on economic growth and monetary
policy for short run effect but may not satisfactorily address country-specific effects since these countries
could be at different stages of financial and economic development. The different stages could be as a
result of different institutional characteristics, policies and differences in their implementation (Badun
2009). This has therefore necessitated the need to investigate the finance-growth relationship on a country
case.

        Ojo (2007) observed that, the Nigerian private investment has evolved over the past 50 years. It
has grown structurally and has had improved monetary policy role. The economic growth rate (real GDP
growth rate) has also been volatile over the past years. The financial sector which had the Central Bank of


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Research Journal of Finance and Accounting                                                 www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
Nigeria (CBN), a handful of commercial banks, insurance companies, a stock market in the1970s, now
consist of the CBN, 24 deposit money banks, 5 discount houses, 840 micro finance banks, 5 development
finance institutions, 1 stock exchange, 1 commodity exchange, 73 insurance companies, 80 primary
mortgage institutions, 102 finance companies, and 1,264 bureaux de change (CBN, 2008). Also, major
financial ratios like M2/GDP, ratio of credit to private sector/GDP (CBN Private Investment indicators) and
ratio of currency outside banks/M2 have shown some improvement over the years. Despite the growth
experienced in the financial sector over the years, the Nigerian financial sector has been described as weak,
fragmented, unable to provide domestic credit to the private sector and not in a position to effectively
support a strong expansion of the real sector as well as contribute to economic growth.

         Going by the limited studies on the private investment trend and growth in relation to GDP,
Money Supply (MS) and others in Nigeria and the need to add to existing literature, it is the purpose of this
paper to first, establish if there is a robust association between the private investment and monetary policy
as stipulated in literature, as well as determine the extent of the private investment impact on monetary
policy for Nigeria’s economic growth.

    2.   Literature Review

         Morgan (1981), identified two causal relationships between private investment and monetary.
They are the finance-led growth hypothesis (supply-leading) and the growth-led finance hypothesis
(demand leading). The former postulates a positive impact of financial sector development on economic
growth, which means that creation of financial institutions and markets increases the supply of financial
services and thus leads to economic growth. That is the financial sector transfers resources from the
traditional, low-growth sectors to the modern high-growth sectors thereby promoting and stimulatting
entrepreneurial response in modern sectors (Patrick 1966). He advocated for a supply leading strategy that
ensures the creation of financial institutions and the supply of their assets, liabilities and other services
which occurs in advance of demand for them. Supply leading finance would exert a positive influence on
capital by improving the composition of the existing stock of capital, allocate efficiently new investments
among alternative uses and raise the rate of capital formation by providing incentives for increased saving
and investment. It will cause economic development through the transfer of scarce resources from savers to
investors according to the highest rates of return on investment.

         McKinnon (1973) supports the supply leading argument by suggesting a complementary
relationship between accumulations of money balances (financial assets) and physical capital accumulation
in developing countries. Adopting an outside money model of demand, McKinnon argued that there are
limited opportunities for external finance and that firms are confined to self finance due to under developed
financial markets in most developing countries. Thus potential investors must accumulate money balances
before undertaking relatively expensive and indivisible projects (Kargbo & Adamu 2009). Shaw (1973)
also supporting the supply leading argument and basing his argument on inside money model, proposed
that high interest rates are essential in attracting more saving . According to him, supply of more credit
enables the financial intermediaries to promote investment and raise output through borrowing and lending.

         Lucas (1988) argues that economists tend to over-emphasize the role of financial factors in the
process of growth stating that development of the financial markets may well turn out to be an impediment
to economic growth when it induces volatility and discourage risk-averse investors from investing (see
Singh 1997). Supporting the view of Lucas, some studies do not find evidence of finance led-growth. For
example Mohamed (2008) adopts the autoregressive distributed lag approach, investigated the relationship
between private investment and economic performance in Sudan over the period 1970-2004. He used the
ratio of M3 to GDP and ratio of credit to the private sector to GDP as indicators of financial development.
The results indicated a weak relationship between financial development and economic growth. The
coefficient of M3/GDP was found to be negative and significant while the ratio of credit to the private
sector to GDP was also negative but insignificant. Adeoye (2007), using M2/ GDP, ratio of bank deposits
and ratio of bank credits to GDP as indicators for financial sector development in his study of financial
sector development and economic growth in Nigeria discovered that financial markets and institutions were
significantly negatively related to growth.


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Research Journal of Finance and Accounting                                                      www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
         From the various empirical studies, it is observed that while some of the studies have employed a
single indicator of Monetary growth, others have used two or more indicators separately to analyze the
underlying relationship. However, there is no consensus on the appropriate indicator for private sector
development and the direction of the relationship (Kargbo & Adamu 2009).

3.Methodology

         Before estimating the model, the dependent and independent variables are separately subjected to
some stationary tests using unit root test since the assumptions for the classical regression model require
that both variables be stationary and that errors have a zero mean and finite variance. The unit root test is
evaluated using the Augmented Dickey-Fuller (ADF) test which can be determined as:
                                                                   ...........................................1
           Where      represents the drift, t represents deterministic trend and m is a lag length large enough to
ensure that is a white noise process.
          If the variables are stationary and integrated of order one I(2), we test for the possibility of a co-
integrating relationship using Eagle and Granger (1987) two stage Var Auto-Regression (VAR).

         The study employs the Var Auto-Regression (VAR) because it is an appropriate estimation
technique that captures the short and long-run effect of differenced variables. It connects the short run and
the long-run behaviour of the dependent and independent variables.

           The specification is expressed as function:
            Monetary policy= f(MS, GDP and Others)
           The proposed long-run equation in this study is specified below
         PIt =   +           t+     MSt +      Otherst+     ...................2

           Hence VAR model used in this study is specified as:

                                                          ..3

where PI is private investment, MS is aggregated money supply in the financial sector development
indicator, GDP is the Gross Domestic Product and Others comprise the aggregate of (technological
innovation, income growth and employment) and                     is VAR term and      is Error term.
         The short run effects are captured through the individual coefficients of the differenced terms. That
is      captures the short run impact while the coefficient of the VAR variable contains information about
whether the past values of variables affect the current values of the variables under study. The size and
statistical significance of the coefficient of the residual correction term measures the tendency of each
variable to return to the equilibrium. A significant coefficient implies that past equilibrium errors play a
role in determining the current outcomes        captures the long-run impact.

    4.     Data Description

           The data used in this study covered the period 1981 to 2009 and were obtained from various
sources.
          The Private Investment (PI) used as the dependent variable is obtained from the Statistical
Bulletin published by the Central Bank of Nigeria (CBN). The aggregated others (Others) used in this
study is the sum of (technological innovation, income growth and employment) to private sector. The study
adopts the use of aggregated financial sector indicator as suggested by The Valencian Institute of Economic
Research (Ivie) because of the need to accurately access the country’s private sector development, which
according to (Lynch 1996) may not be achieved using traditional measures of financial deepening but
monetary policy and GDP. Lynch (1996) advocated alternative measures of private sector development to
improve its evaluation using technology, innovation, employment income growth)

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Research Journal of Finance and Accounting                                                   www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
         .
         Private investment (PI) is captured by non-military expenditure. It is productive and complements
private capital stock (Udegbunam 2002). The data is obtained from The gross employment generation data
is obtained from UNDP (2009). The data is obtained from the CBN statistical bulletin.

    5.   Empirical Analysis Results and Interpretation

          The results of estimating equations 1, 2, 3, 4and 5 are reported in the appendix. The Augmented
Dickey-Fuller Unit Root test results for the time series presented in table 1 above reveal that all variables
were non stationary at level but stationary at second difference. Having established the stationarity of the
series, the next step is to carry out a co-integration test which is a necessary condition for carrying out a
short and long run regression analysis using the Vector Auto-regression Model.

5.1 Johansen Co-Integration Test

         Using the Johansen and Granger two stage techniques, the co-integration test result in table 2
below reveals that the residuals from the regression result are stationary at 1% level of significance. This
means that Money Supply (MS), Gross Domestic Product (GDP), and OTHERS are co-integrated with
Private Investment (PI) in Nigeria over 1981 to 2009 periods. In order words there exists a long run stable
relationship between the dependent and independent variables. This finding also reveals that any short run
deviation in their relationships would return to equilibrium in the long run. It s halso shows that the
deterministic trend is normalized at most 3** with co-integrating equations.

    5.3 Vector Auto-regression Model Regression Result

       Table 3 above reported that the Vector Auto-regression Model (VAR) for Private Investment in
Nigeria from 1980 to 2009 using auto-regressive regression techniques, the results clearly showed a well
defined coefficient. The coefficient measures the speed at which MS, GDP and OTHERS measure the
significant change in the PI.
         Furthermore the coefficient of determination (R-squared=0.9833) reveals that about 98% of the
systematic variations in Nigeria Private investment is jointly explained by money supply, GDP and Others
using the VAR model. The F-test which is used to determine the overall significance of regression models,
reveals that there exists a statistically significant linear relationship between the dependent and explanatory
variables at 5% levels (F-value 165.41>F-critical value 0.05) in the VAR model.

          Specifically, monetary policy which is the MS explanatory variable in this study is negatively
related to PI and GDP and Others are positively related to PI in Nigeria as shown. The variable (Monetary
policy) was statistically insignificant at 5% level in the short run but became significant in the long run.
This finding is consistent with the findings of Adeoye (2007) who found a negative and significant impact
of money supply on private investment in Nigeria as well as Mohamed (2008) in his study of Ghana.
However, our finding negates the existence of a positive relationship among GDP and others and private
investment in accordance with Mckinnon-Shaw hypothesis and the findings of Ukeje and Akpan (2007)
and Onwioduokit (2007) in their study of Nigeria. The result therefore implies that the growth experienced
in monetary policy have significantly contributed to the private investment in Nigeria over the past 29
years. The reasons for this could be attributed to poor funding of investments, lack of cheap funds for
entrepreneurs, lack of confidence in the sector and the failure of the sector to efficiently carry out its
intermediate functions. The two period lag in private investment was statistically significant at 5% second
other difference. This means that previous expansion in Nigerian private investment did increase current
economic growth. The results also revealed that increase in two year past growth in monetary policy
increases currently private investment. This, in other words, means that current private investment has long
memory of distant past monetary policy activities rather than the immediate.

         The Durbin Watson-statistic value of l.58 shows that there is no evidence to accept the presence of
serial correlation in the model. This means that the model is valid and can be used for policy
recommendation without re-specification. Summarily, the empirical results from this study reveal that


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Research Journal of Finance and Accounting                                                 www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
private investment and monetary policy in Nigeria for the past 29 years have been negatively related in
terms of money supply but positively related based on GDP and others.


    6.   Conclusion

   To investigate the private investment and monetary policy on economic growth, the study employing an
VAR and Granger Causality technique for time series data from 1981 -2009, used monetary parameters
consisting of money supply, GDP and Others. The empirical results show that Private investment has a
negative impact on real GDP growth rate in Nigeria. This implies that the Nigerian financial sector growth
has not propelled growth in the economy despite the fact that the financial sector has been seen to play an
important role in the economic growth of some developing countries. Thus the policy suggestions for a
positive impact of the financial sector on economic growth in Nigeria will be the sustenance of present
reforms in the financial sector as well as an expansion of its size, depth, and efficiency that will enable a
substantial and sustained private sector expansion.

    7.   Recommendation

The study makes the following recommendations:
    1. The government should establish through the National Economic Planning Commision sustainable
        fiscal policy that enhances money supply that encourage private investment.
    2. To uphold and emphasize the significant role of GDP and others monetary policy in the growth of
        private investment in Nigeria.
    3. That GDP and Others measures of monetary have always cause significant increase in the growth
        of private investment to economic growth in Nigeria.


References
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Mmanagement” A Paper Delivered at the Inaugural National Conference of the Academy of Management
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Selected papers for the 2007 Annual Conference of the Nigerian Economic Society held in Abuja, Nigeria.

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and Economic Prosperity in Nigeria” International Research Journal of Finance and Economics. [Online],
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Bađun, M. (2009) “Financial intermediation by banks and economic growth: A review of empirical
evidence”, Financial Theory and Practice, 33(2), 121-152.

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Hassan, M. Kabir and Jung Suk-Yu (2007) “Financial Sector Reform and Economic Growth in Morocco:
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Hanson, M.S (2004) “The Price Puzzle Reconsidered”. Journal of Monetary Economist Pg 1385-1413.

Kargbo, Santigie M. and Adamu, Patricia A. (2009) Financial development and economic growth in Sierra
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Research Journal of Finance and Accounting                                              www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
Khan, M. A., Qayyum, A. and Saeed, A. S. (2005) “Financial development and economic growth: the case
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Research Journal of Finance and Accounting                                               www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
Rousseau, Peter L., and Wachtel, P. (1998) “Financial intermediation and economic performance:
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United Nations Development Programme (UNDP) (2009) African indicators

Appendix
Augmented Dickey-Fuller Unit Root Test Table 1: Unit Root results
    VARIA LEV 5%             REM      FIRST      5    % REM              SECON       5   %    REM
    BLES     ELS    CRITI ARK         DIFFER CRITI ARK                   D           CRITI    ARK
                    CAL               ENCE       CAL                     DIFFER      CAL
                    VALU                         VALU                    ENCE        VALU
                    ES                           ES                                  ES
    PI       2.506           Non      -1.7954              Non-          -5.5895              Statio
             5      -        Statio              -         Statio                    -        nary
                    2.9907 nary                  3.0038 nary                         3.0199

    GDP        -                 Non-     -5.4047               Non-     5.0352               Statio
               0.466    -        statio               -         Statio               -        nary
               0        2.9750   nary                 2.9798    nary                 2.9798

    MS         3.361    -        statio     3.5317              Non-     -8.4121              Statio
               3        3.0532   nary                 -         Statio               -        nary
                        *                             3.1003    nary                 3.1482


    OTHER      5.035             Non-     14.8573                        11.5137              Statio
    S          2        -        statio               -         Statio               -        nary
                        2.9750   nary                 2.9798    nary                 2.9850

         The null hypothesis that the variable is non stationary is rejected when the calculated
         statistics is greater than the Mackinnon critical values. The alternative hypothesis that is
         accepted is that the variable is stationary (that is it has no unit root)
Source: E-Views 4.1 version




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Research Journal of Finance and Accounting                                            www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
Table 2: Johansen Co-integration test

Sample: 1980- 2009
Included observations: 14
 Test assumption: Linear deterministic trend
                 in the data
Series: DPI DMS DGDP DOTHERS
Lags interval: No lags
                                                 Likelihood     5 Percent        1 Percent      Hypothesized
                 Eigenvalue                        Ratio      Critical Value   Critical Value   No. of CE(s)
                   0.996952                       167.0820        47.21            54.46         None **
                   0.981160                       85.97645        29.68            35.65        At most 1 **
                   0.797902                       30.37186        15.41            20.04        At most 2 **
                   0.434711                       7.985854         3.76             6.65        At most 3 **
  *(**) denotes rejection of the hypothesis at
          5%(1%) significance level
      L.R. test indicates 4 cointegrating
     equation(s) at 5% significance level

 Unnormalized Cointegrating Coefficients:
                     DPI                            DMS          DGDP           DOTHERS
                   1.08E-06                       2.21E-07      9.79E-06        -1.67E-07
                  -1.22E-06                       2.69E-06     -6.44E-06        -1.11E-06
                   7.55E-06                       9.27E-07     -2.86E-07        -1.49E-07
                   1.57E-05                      -9.45E-07      2.29E-06        -1.83E-07

   Normalized Cointegrating Coefficients: 1
         Cointegrating Equation(s)
                     DPI                           DMS           DGDP           DOTHERS              C
                   1.000000                      0.203711       9.031422        -0.154474        -108101.9
                                                 (0.06981)      (2.12105)        (0.03798)

                Log likelihood                   -679.2368

   Normalized Cointegrating Coefficients: 2
         Cointegrating Equation(s)
                     DPI                            DMS          DGDP           DOTHERS              C
                   1.000000                       0.000000      8.715209        -0.064506        -98942.65
                                                                (1.90294)        (0.01088)
                   0.000000                       1.000000      1.552262        -0.441645        -44961.84
                                                                (2.05996)        (0.01178)

                Log likelihood                   -651.4345

   Normalized Cointegrating Coefficients: 3
         Cointegrating Equation(s)
                     DPI                            DMS          DGDP           DOTHERS              C
                   1.000000                       0.000000      0.000000         0.031990        -23857.98
                                                                                 (0.01852)
                   0.000000                       1.000000      0.000000        -0.424459        -31588.55
                                                                                 (0.01440)
                   0.000000                       0.000000      1.000000        -0.011072        -8615.361

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Research Journal of Finance and Accounting                                               www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
                                                                                    (0.00263)

                Log likelihood                   -640.2415
Source: E-Views 4.1 version

5.2 Table 3: Short run and long run regression results
VAR Estimation

 Sample(adjusted): 1984-2009
 Included observations: 20
Excluded observations: 6 after
 adjusting endpoints
 Standard errors & t-statistics in
parentheses
                              PI
       PI(-1)             0.889601
                          (0.25546)
                          (3.48236)

       PI(-2)             0.082832
                          (0.26398)
                          (0.31377)

          C              -31676.68
                          (38636.0)
                         (-0.81988)

         MS              -0.011231
                          (0.03765)
                         (-0.29830)

        GDP               0.470590
                          (0.47429)
                          (0.99220)

      OTHERS              0.006312
                          (0.01835)
                          (0.34398)
 R-squared                0.983355
 Adj. R-squared           0.977410
 Sum sq. Resids           4.85E+09
 S.E. equation            18612.38
 F-statistic              165.4163
 Log likelihood          -221.4437
 Akaike AIC               22.74437
 Schwarz SC               23.04309
 Mean dependent           120799.1
 S.D. dependent           123835.2
Source: E-Views 4.1 version

The value of R-squared is 0.9833 implying that the independent variables can explain dependent variable at
98.3% with 1.7% unexplainable which could be accounted for random error and other social crisis. This
adjudged the analysis is highly accurate. There is parameter significant in the estimated regression.


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Research Journal of Finance and Accounting                                                 www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol 2, No 6, 2011
Table 4: Estimation: Model
===============================
LS 1 2 PI @ C MS GDP OTHERS

VAR Model:
===============================
PI = C(1,1)*PI(-1) + C(1,2)*PI(-2) + C(1,3) + C(1,4)*MS + C(1,5)*GDP + C(1,6)*OTHERS

VAR Model - Substituted Coefficients:
===============================
PI = 0.8896012086*PI(-1) + 0.08283152683*PI(-2) - 31676.68273 - 0.01123137972*MS +
0.4705902842*GDP + 0.006312186424*OTHERS
Source: E-Views 4.1 version

Table5: Granger Causality Test
Pairwise Granger Causality Tests

Sample: 1980-2009
Lags: 2
  Null Hypothesis:                                   Obs      F-Statistic   Probability
  MS does not Granger Cause PI                        10       0.12289        0.88695
  PI does not Granger Cause MS                                 0.12215        0.88758
  GDP does not Granger Cause PI                       22       1.11242        0.35155
  PI does not Granger Cause GDP                                3.12083        0.07007
  OTHERS does not Granger Cause PI                    22       2.92914        0.08071
  PI does not Granger Cause OTHERS                             0.09363        0.91108
  GDP does not Granger Cause MS                       14       9.06866        0.00697
  MS does not Granger Cause GDP                                0.46651        0.64154
  OTHERS does not Granger Cause MS                    14       15.8938        0.00111
  MS does not Granger Cause OTHERS                             4.92981        0.03583
  OTHERS does not Granger Cause GDP                   26       0.63586        0.53937
  GDP does not Granger Cause OTHERS                            1.06041        0.36414

The result of table 5 reveals the causality of monetary policy on the private investment in Nigeria. The
Granger causality tests at 5% indicated that MS does not cause PI but GDP and OTHERS does Granger
cause PI in Nigeria as they indicated significant.
Endogeneous Graph
400000



300000



200000



100000



     0
         80    85     90     95      00      05

                               PI




39 | P a g e

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4.[30 39]long run relationship between private investment and monetary policy in nigeria

  • 1. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 Long Run Relationship between Private Investment and Monetary Policy in Nigeria Onouorah Chichi Anastasia Dept. of Accountancy, Delta State University, Asaba Campus, Nigeria. Phone: +23480277 E-mail: onuorahanastasia@yahoo.com Shaib Ismail Omade(Corresponding author) Dept. of Statistics, P.M. B 13, Federal Polytechnic, Auchi. Edo State, Nigeria. Phone: +2347032808765 E-mail: shaibismail@yahoo.com Ehikioya John Osemen. Dept. of Accountancy, P.M.B 13, Federal Polytechnic, Auchi, Edo State Nigeria. Tel: +2348063062265 Abstract The paper investigated the relationship between financial sector development and economic growth in Nigeria for the period 1980-2009. Functional monetary policy measure was used to empirically determine the long run relationship of private investment and economic growth in Nigeria. Appling Vector Auto- Regression Model technique to test the stationary series of variables and the result showed that money supply has a negative but GDP and Others have positive significant impact on private investment in Nigeria in the short run but the variables became statistically significant in the long run. This implies that the monetary policy in Nigeria has positively affected the growth of private investment in the Nigeria economy. Key Words: Private Investment, Monetary Policy, Co-Integration, Vector Auto-Regression, Granger, Johansen Test. 1. Introduction The relationship between monetary policy and private investment is a perennial issue in development economics judging from the hundreds of theoretical and empirical scholarly papers that have been written to conceptualize how the development and structure of private investment affect money supply, gross domestic product and others (technological innovation, income growth and employment). Monetary policy in the Nigerian context refers to the actions of the Central Bank of Nigeria to regulate the money supply, so as to achieve the ultimate macroeconomic objectives of government. Several factors influence the money supply, some of which are within the control of the central bank, while others are outside its control. The specific objective and the focus of monetary policy may change from time to time, depending on the level of economic development and economic fortunes of the country. The choice of instrument to use to achieve what objective would depend on these and other circumstances. These are the issues confronting monetary policy makers. (Osiegbu & Onuorah 2010), (Kashyap & Stein 1994), (Hanson 2004). The studies of (Klein1992), (Bryan 1971), (Ezenduyi 1994), (Nnnana (2003), Levine et al., (2000), Anyawu(2002), (Khan et al. 2005), and (Bright 2004), support a positive relationship between private sector investment development and economic growth through monetary policy in Nigeria. According to (Adamu et’al 2009), empirical studies that are based on cross-sectional and panel data generally support the positive effect of private investment development on economic growth and monetary policy for short run effect but may not satisfactorily address country-specific effects since these countries could be at different stages of financial and economic development. The different stages could be as a result of different institutional characteristics, policies and differences in their implementation (Badun 2009). This has therefore necessitated the need to investigate the finance-growth relationship on a country case. Ojo (2007) observed that, the Nigerian private investment has evolved over the past 50 years. It has grown structurally and has had improved monetary policy role. The economic growth rate (real GDP growth rate) has also been volatile over the past years. The financial sector which had the Central Bank of 30 | P a g e
  • 2. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 Nigeria (CBN), a handful of commercial banks, insurance companies, a stock market in the1970s, now consist of the CBN, 24 deposit money banks, 5 discount houses, 840 micro finance banks, 5 development finance institutions, 1 stock exchange, 1 commodity exchange, 73 insurance companies, 80 primary mortgage institutions, 102 finance companies, and 1,264 bureaux de change (CBN, 2008). Also, major financial ratios like M2/GDP, ratio of credit to private sector/GDP (CBN Private Investment indicators) and ratio of currency outside banks/M2 have shown some improvement over the years. Despite the growth experienced in the financial sector over the years, the Nigerian financial sector has been described as weak, fragmented, unable to provide domestic credit to the private sector and not in a position to effectively support a strong expansion of the real sector as well as contribute to economic growth. Going by the limited studies on the private investment trend and growth in relation to GDP, Money Supply (MS) and others in Nigeria and the need to add to existing literature, it is the purpose of this paper to first, establish if there is a robust association between the private investment and monetary policy as stipulated in literature, as well as determine the extent of the private investment impact on monetary policy for Nigeria’s economic growth. 2. Literature Review Morgan (1981), identified two causal relationships between private investment and monetary. They are the finance-led growth hypothesis (supply-leading) and the growth-led finance hypothesis (demand leading). The former postulates a positive impact of financial sector development on economic growth, which means that creation of financial institutions and markets increases the supply of financial services and thus leads to economic growth. That is the financial sector transfers resources from the traditional, low-growth sectors to the modern high-growth sectors thereby promoting and stimulatting entrepreneurial response in modern sectors (Patrick 1966). He advocated for a supply leading strategy that ensures the creation of financial institutions and the supply of their assets, liabilities and other services which occurs in advance of demand for them. Supply leading finance would exert a positive influence on capital by improving the composition of the existing stock of capital, allocate efficiently new investments among alternative uses and raise the rate of capital formation by providing incentives for increased saving and investment. It will cause economic development through the transfer of scarce resources from savers to investors according to the highest rates of return on investment. McKinnon (1973) supports the supply leading argument by suggesting a complementary relationship between accumulations of money balances (financial assets) and physical capital accumulation in developing countries. Adopting an outside money model of demand, McKinnon argued that there are limited opportunities for external finance and that firms are confined to self finance due to under developed financial markets in most developing countries. Thus potential investors must accumulate money balances before undertaking relatively expensive and indivisible projects (Kargbo & Adamu 2009). Shaw (1973) also supporting the supply leading argument and basing his argument on inside money model, proposed that high interest rates are essential in attracting more saving . According to him, supply of more credit enables the financial intermediaries to promote investment and raise output through borrowing and lending. Lucas (1988) argues that economists tend to over-emphasize the role of financial factors in the process of growth stating that development of the financial markets may well turn out to be an impediment to economic growth when it induces volatility and discourage risk-averse investors from investing (see Singh 1997). Supporting the view of Lucas, some studies do not find evidence of finance led-growth. For example Mohamed (2008) adopts the autoregressive distributed lag approach, investigated the relationship between private investment and economic performance in Sudan over the period 1970-2004. He used the ratio of M3 to GDP and ratio of credit to the private sector to GDP as indicators of financial development. The results indicated a weak relationship between financial development and economic growth. The coefficient of M3/GDP was found to be negative and significant while the ratio of credit to the private sector to GDP was also negative but insignificant. Adeoye (2007), using M2/ GDP, ratio of bank deposits and ratio of bank credits to GDP as indicators for financial sector development in his study of financial sector development and economic growth in Nigeria discovered that financial markets and institutions were significantly negatively related to growth. 31 | P a g e
  • 3. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 From the various empirical studies, it is observed that while some of the studies have employed a single indicator of Monetary growth, others have used two or more indicators separately to analyze the underlying relationship. However, there is no consensus on the appropriate indicator for private sector development and the direction of the relationship (Kargbo & Adamu 2009). 3.Methodology Before estimating the model, the dependent and independent variables are separately subjected to some stationary tests using unit root test since the assumptions for the classical regression model require that both variables be stationary and that errors have a zero mean and finite variance. The unit root test is evaluated using the Augmented Dickey-Fuller (ADF) test which can be determined as: ...........................................1 Where represents the drift, t represents deterministic trend and m is a lag length large enough to ensure that is a white noise process. If the variables are stationary and integrated of order one I(2), we test for the possibility of a co- integrating relationship using Eagle and Granger (1987) two stage Var Auto-Regression (VAR). The study employs the Var Auto-Regression (VAR) because it is an appropriate estimation technique that captures the short and long-run effect of differenced variables. It connects the short run and the long-run behaviour of the dependent and independent variables. The specification is expressed as function: Monetary policy= f(MS, GDP and Others) The proposed long-run equation in this study is specified below PIt = + t+ MSt + Otherst+ ...................2 Hence VAR model used in this study is specified as: ..3 where PI is private investment, MS is aggregated money supply in the financial sector development indicator, GDP is the Gross Domestic Product and Others comprise the aggregate of (technological innovation, income growth and employment) and is VAR term and is Error term. The short run effects are captured through the individual coefficients of the differenced terms. That is captures the short run impact while the coefficient of the VAR variable contains information about whether the past values of variables affect the current values of the variables under study. The size and statistical significance of the coefficient of the residual correction term measures the tendency of each variable to return to the equilibrium. A significant coefficient implies that past equilibrium errors play a role in determining the current outcomes captures the long-run impact. 4. Data Description The data used in this study covered the period 1981 to 2009 and were obtained from various sources. The Private Investment (PI) used as the dependent variable is obtained from the Statistical Bulletin published by the Central Bank of Nigeria (CBN). The aggregated others (Others) used in this study is the sum of (technological innovation, income growth and employment) to private sector. The study adopts the use of aggregated financial sector indicator as suggested by The Valencian Institute of Economic Research (Ivie) because of the need to accurately access the country’s private sector development, which according to (Lynch 1996) may not be achieved using traditional measures of financial deepening but monetary policy and GDP. Lynch (1996) advocated alternative measures of private sector development to improve its evaluation using technology, innovation, employment income growth) 32 | P a g e
  • 4. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 . Private investment (PI) is captured by non-military expenditure. It is productive and complements private capital stock (Udegbunam 2002). The data is obtained from The gross employment generation data is obtained from UNDP (2009). The data is obtained from the CBN statistical bulletin. 5. Empirical Analysis Results and Interpretation The results of estimating equations 1, 2, 3, 4and 5 are reported in the appendix. The Augmented Dickey-Fuller Unit Root test results for the time series presented in table 1 above reveal that all variables were non stationary at level but stationary at second difference. Having established the stationarity of the series, the next step is to carry out a co-integration test which is a necessary condition for carrying out a short and long run regression analysis using the Vector Auto-regression Model. 5.1 Johansen Co-Integration Test Using the Johansen and Granger two stage techniques, the co-integration test result in table 2 below reveals that the residuals from the regression result are stationary at 1% level of significance. This means that Money Supply (MS), Gross Domestic Product (GDP), and OTHERS are co-integrated with Private Investment (PI) in Nigeria over 1981 to 2009 periods. In order words there exists a long run stable relationship between the dependent and independent variables. This finding also reveals that any short run deviation in their relationships would return to equilibrium in the long run. It s halso shows that the deterministic trend is normalized at most 3** with co-integrating equations. 5.3 Vector Auto-regression Model Regression Result Table 3 above reported that the Vector Auto-regression Model (VAR) for Private Investment in Nigeria from 1980 to 2009 using auto-regressive regression techniques, the results clearly showed a well defined coefficient. The coefficient measures the speed at which MS, GDP and OTHERS measure the significant change in the PI. Furthermore the coefficient of determination (R-squared=0.9833) reveals that about 98% of the systematic variations in Nigeria Private investment is jointly explained by money supply, GDP and Others using the VAR model. The F-test which is used to determine the overall significance of regression models, reveals that there exists a statistically significant linear relationship between the dependent and explanatory variables at 5% levels (F-value 165.41>F-critical value 0.05) in the VAR model. Specifically, monetary policy which is the MS explanatory variable in this study is negatively related to PI and GDP and Others are positively related to PI in Nigeria as shown. The variable (Monetary policy) was statistically insignificant at 5% level in the short run but became significant in the long run. This finding is consistent with the findings of Adeoye (2007) who found a negative and significant impact of money supply on private investment in Nigeria as well as Mohamed (2008) in his study of Ghana. However, our finding negates the existence of a positive relationship among GDP and others and private investment in accordance with Mckinnon-Shaw hypothesis and the findings of Ukeje and Akpan (2007) and Onwioduokit (2007) in their study of Nigeria. The result therefore implies that the growth experienced in monetary policy have significantly contributed to the private investment in Nigeria over the past 29 years. The reasons for this could be attributed to poor funding of investments, lack of cheap funds for entrepreneurs, lack of confidence in the sector and the failure of the sector to efficiently carry out its intermediate functions. The two period lag in private investment was statistically significant at 5% second other difference. This means that previous expansion in Nigerian private investment did increase current economic growth. The results also revealed that increase in two year past growth in monetary policy increases currently private investment. This, in other words, means that current private investment has long memory of distant past monetary policy activities rather than the immediate. The Durbin Watson-statistic value of l.58 shows that there is no evidence to accept the presence of serial correlation in the model. This means that the model is valid and can be used for policy recommendation without re-specification. Summarily, the empirical results from this study reveal that 33 | P a g e
  • 5. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 private investment and monetary policy in Nigeria for the past 29 years have been negatively related in terms of money supply but positively related based on GDP and others. 6. Conclusion To investigate the private investment and monetary policy on economic growth, the study employing an VAR and Granger Causality technique for time series data from 1981 -2009, used monetary parameters consisting of money supply, GDP and Others. The empirical results show that Private investment has a negative impact on real GDP growth rate in Nigeria. This implies that the Nigerian financial sector growth has not propelled growth in the economy despite the fact that the financial sector has been seen to play an important role in the economic growth of some developing countries. Thus the policy suggestions for a positive impact of the financial sector on economic growth in Nigeria will be the sustenance of present reforms in the financial sector as well as an expansion of its size, depth, and efficiency that will enable a substantial and sustained private sector expansion. 7. Recommendation The study makes the following recommendations: 1. The government should establish through the National Economic Planning Commision sustainable fiscal policy that enhances money supply that encourage private investment. 2. To uphold and emphasize the significant role of GDP and others monetary policy in the growth of private investment in Nigeria. 3. That GDP and Others measures of monetary have always cause significant increase in the growth of private investment to economic growth in Nigeria. References Adegbite, E.O., (2005) “Financial Sector Reforms and Economic Development in Nigeria: The role of Mmanagement” A Paper Delivered at the Inaugural National Conference of the Academy of Management Nigeria at Abuja, Nigeria. Adeoye, B. W. (2007) “Financial Sector Development and Economic Growth: the Nigeria experience”. Selected papers for the 2007 Annual Conference of the Nigerian Economic Society held in Abuja, Nigeria. Ayadi, O.F., Adegbite, E. O. and Ayadi, F. (2008) “Structural Adjustment, Financial Sector Development and Economic Prosperity in Nigeria” International Research Journal of Finance and Economics. [Online], Available: http//www.eurojournals.com/finance.htm Bađun, M. (2009) “Financial intermediation by banks and economic growth: A review of empirical evidence”, Financial Theory and Practice, 33(2), 121-152. Central Bank of Nigeria (CBN) (2008-09) Statistical Bulletin Engle, R. and Granger, C. (1987) “Cointegration and VAR representation: estimation and testing”, Econometrica, 55, 251-276. Hassan, M. Kabir and Jung Suk-Yu (2007) “Financial Sector Reform and Economic Growth in Morocco: An Empirical Analysis. Hanson, M.S (2004) “The Price Puzzle Reconsidered”. Journal of Monetary Economist Pg 1385-1413. Kargbo, Santigie M. and Adamu, Patricia A. (2009) Financial development and economic growth in Sierra Leone”, Journal of Monetary and Economic Integration, Vol. 9, No. 2. [Online], Available: www.wami- imao.org 34 | P a g e
  • 6. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 Khan, M. A., Qayyum, A. and Saeed, A. S. (2005) “Financial development and economic growth: the case of Pakistan”, The Pakistan Development Review 44, 4(2), 819-837. Khan, S.M. and Senhadji, A.S. (2003) “Financial development and economic growth: A review and new evidence”, Journal of African Economies, 12, AERC Supplement 2: ii89- ii110. King, R. G. and Levine, R. (1993b) “Finance and Growth: Schumpeter might be right”, Quarterly Journal of Economics, 108, 717-37. Kashyap, A.K and Stein, J.C (1994) “Monetary Policy and Bank lending”. 221-256. Chicago, University of Chicago Press. Levine, R., (1997), “Financial Development and Economic Growth: Views and Agenda”, Journal of Economic Literature XXXV, 688–726. Levine, R.; Loayza, N. and Beck, T. (2000) “financial intermediation and growth: Causality and causes”, Journal of Monetary Economics, 46, 31-77 Lucas, R. E. (1988), "On the Mechanics of Economic Development”, Journal of Monetary Economics, 22: 3-42. Lynch, David (1996) “Measuring Financial Sector Development: A study of selected Asia-Pacific countries, The Developing Economies XXXIV – 1 McKinnon, R. I. (1973) “Money and Capital in Economic Development”, Washington D.C.: Brookings Institution. Mohamed, S. E. (2008) “Financial-growth nexus in Sudan: empirical assessment based on an autoregressive distributed lag (ARDL) model”, Arab Planning Institute Working Paper Series 0803,[Online], Available: http://www.arab-api.org/wps/wps0803.htm Neusser, K. and Kugler, M., (1998) “Manufacturing growth and financial development:evidence from oecd countries”, Review of Economics and Statistics, 80, 638-646. Nnanna, O.J (2003) “Appraisal of Financial Sector Performance and Monetary Policy, Messiness Central Bank of Nigeria Bullion July/ September vol 27, No3.” Odedokun, M. O. (1996) “Alternative econometric approaches for analyzing the role of the financial sector in economic growth: time series evidence from LDCs”, Journal of Development Economics, 50(1), 119, 135 Ojo, J.A.T. (2007) “Financial Sector Maladaptation, Resource curse and Nigeria’s Developent Dilemma” A paper delivered at a Public Lecture in Otta. [Online], Available: http://www.covenantuniversity.com/news/word/public_lecture Onwioduokit, Emmanuel (2007) “Financial Sector Development and Economic Growth in Nigeria”. Selected papers for the 2007 Annual Conference of the Nigerian Economic Society held in Abuja, Nigeria. Osiegbu, P.I and Onuorah, A.C (2010) “Public Finance: Theories and Practices”. C.M Global Ltd Asaba, Delta State, Nigeria. Patrick, H.T. (1966) “Private Development and Economic Growth in Underdeveloped Countries”, Economic Development and Cultural Change, 14, 174-189. Richard J.T (1979) Monetary Policy and Theory Player Publishing Inc. New York. 35 | P a g e
  • 7. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 Rousseau, Peter L., and Wachtel, P. (1998) “Financial intermediation and economic performance: Historical evidence from five industrialized countries”, Journal of Money, Credit and Banking, 30, 657-78. Shaw, E., (1973) “Private Investment Deepening in Economic Development”, New York, USA. Oxford University Press. Ukeje, E. U. and Akpan N. I. (2007) “Investigating the link between Financial Sector Development and Economic Growth in Nigeria”. Selected papers for the 2007 Annual Conference of the Nigerian Economic Society held in Abuja, Nigeria. United Nations Development Programme (UNDP) (2009) African indicators Appendix Augmented Dickey-Fuller Unit Root Test Table 1: Unit Root results VARIA LEV 5% REM FIRST 5 % REM SECON 5 % REM BLES ELS CRITI ARK DIFFER CRITI ARK D CRITI ARK CAL ENCE CAL DIFFER CAL VALU VALU ENCE VALU ES ES ES PI 2.506 Non -1.7954 Non- -5.5895 Statio 5 - Statio - Statio - nary 2.9907 nary 3.0038 nary 3.0199 GDP - Non- -5.4047 Non- 5.0352 Statio 0.466 - statio - Statio - nary 0 2.9750 nary 2.9798 nary 2.9798 MS 3.361 - statio 3.5317 Non- -8.4121 Statio 3 3.0532 nary - Statio - nary * 3.1003 nary 3.1482 OTHER 5.035 Non- 14.8573 11.5137 Statio S 2 - statio - Statio - nary 2.9750 nary 2.9798 nary 2.9850 The null hypothesis that the variable is non stationary is rejected when the calculated statistics is greater than the Mackinnon critical values. The alternative hypothesis that is accepted is that the variable is stationary (that is it has no unit root) Source: E-Views 4.1 version 36 | P a g e
  • 8. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 Table 2: Johansen Co-integration test Sample: 1980- 2009 Included observations: 14 Test assumption: Linear deterministic trend in the data Series: DPI DMS DGDP DOTHERS Lags interval: No lags Likelihood 5 Percent 1 Percent Hypothesized Eigenvalue Ratio Critical Value Critical Value No. of CE(s) 0.996952 167.0820 47.21 54.46 None ** 0.981160 85.97645 29.68 35.65 At most 1 ** 0.797902 30.37186 15.41 20.04 At most 2 ** 0.434711 7.985854 3.76 6.65 At most 3 ** *(**) denotes rejection of the hypothesis at 5%(1%) significance level L.R. test indicates 4 cointegrating equation(s) at 5% significance level Unnormalized Cointegrating Coefficients: DPI DMS DGDP DOTHERS 1.08E-06 2.21E-07 9.79E-06 -1.67E-07 -1.22E-06 2.69E-06 -6.44E-06 -1.11E-06 7.55E-06 9.27E-07 -2.86E-07 -1.49E-07 1.57E-05 -9.45E-07 2.29E-06 -1.83E-07 Normalized Cointegrating Coefficients: 1 Cointegrating Equation(s) DPI DMS DGDP DOTHERS C 1.000000 0.203711 9.031422 -0.154474 -108101.9 (0.06981) (2.12105) (0.03798) Log likelihood -679.2368 Normalized Cointegrating Coefficients: 2 Cointegrating Equation(s) DPI DMS DGDP DOTHERS C 1.000000 0.000000 8.715209 -0.064506 -98942.65 (1.90294) (0.01088) 0.000000 1.000000 1.552262 -0.441645 -44961.84 (2.05996) (0.01178) Log likelihood -651.4345 Normalized Cointegrating Coefficients: 3 Cointegrating Equation(s) DPI DMS DGDP DOTHERS C 1.000000 0.000000 0.000000 0.031990 -23857.98 (0.01852) 0.000000 1.000000 0.000000 -0.424459 -31588.55 (0.01440) 0.000000 0.000000 1.000000 -0.011072 -8615.361 37 | P a g e
  • 9. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 (0.00263) Log likelihood -640.2415 Source: E-Views 4.1 version 5.2 Table 3: Short run and long run regression results VAR Estimation Sample(adjusted): 1984-2009 Included observations: 20 Excluded observations: 6 after adjusting endpoints Standard errors & t-statistics in parentheses PI PI(-1) 0.889601 (0.25546) (3.48236) PI(-2) 0.082832 (0.26398) (0.31377) C -31676.68 (38636.0) (-0.81988) MS -0.011231 (0.03765) (-0.29830) GDP 0.470590 (0.47429) (0.99220) OTHERS 0.006312 (0.01835) (0.34398) R-squared 0.983355 Adj. R-squared 0.977410 Sum sq. Resids 4.85E+09 S.E. equation 18612.38 F-statistic 165.4163 Log likelihood -221.4437 Akaike AIC 22.74437 Schwarz SC 23.04309 Mean dependent 120799.1 S.D. dependent 123835.2 Source: E-Views 4.1 version The value of R-squared is 0.9833 implying that the independent variables can explain dependent variable at 98.3% with 1.7% unexplainable which could be accounted for random error and other social crisis. This adjudged the analysis is highly accurate. There is parameter significant in the estimated regression. 38 | P a g e
  • 10. Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 6, 2011 Table 4: Estimation: Model =============================== LS 1 2 PI @ C MS GDP OTHERS VAR Model: =============================== PI = C(1,1)*PI(-1) + C(1,2)*PI(-2) + C(1,3) + C(1,4)*MS + C(1,5)*GDP + C(1,6)*OTHERS VAR Model - Substituted Coefficients: =============================== PI = 0.8896012086*PI(-1) + 0.08283152683*PI(-2) - 31676.68273 - 0.01123137972*MS + 0.4705902842*GDP + 0.006312186424*OTHERS Source: E-Views 4.1 version Table5: Granger Causality Test Pairwise Granger Causality Tests Sample: 1980-2009 Lags: 2 Null Hypothesis: Obs F-Statistic Probability MS does not Granger Cause PI 10 0.12289 0.88695 PI does not Granger Cause MS 0.12215 0.88758 GDP does not Granger Cause PI 22 1.11242 0.35155 PI does not Granger Cause GDP 3.12083 0.07007 OTHERS does not Granger Cause PI 22 2.92914 0.08071 PI does not Granger Cause OTHERS 0.09363 0.91108 GDP does not Granger Cause MS 14 9.06866 0.00697 MS does not Granger Cause GDP 0.46651 0.64154 OTHERS does not Granger Cause MS 14 15.8938 0.00111 MS does not Granger Cause OTHERS 4.92981 0.03583 OTHERS does not Granger Cause GDP 26 0.63586 0.53937 GDP does not Granger Cause OTHERS 1.06041 0.36414 The result of table 5 reveals the causality of monetary policy on the private investment in Nigeria. The Granger causality tests at 5% indicated that MS does not cause PI but GDP and OTHERS does Granger cause PI in Nigeria as they indicated significant. Endogeneous Graph 400000 300000 200000 100000 0 80 85 90 95 00 05 PI 39 | P a g e