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Determinants Of Fdi And Fpi Volatility: An E-Garch Approach, Philip I. Nwosa, Omolade Adeleke Dec 2017

Determinants Of Fdi And Fpi Volatility: An E-Garch Approach, Philip I. Nwosa, Omolade Adeleke

CBN Journal of Applied Statistics (JAS)

This study examined the determinants of Foreign Direct Investment (FDI) and Foreign Portfolio Investment (FPI) volatility in Nigeria. The study used annual data covering the periods 1986 to 2016 and the EGARCH approach was employed. The study observed that trade openness and world GDP were the significant determinants of FDI volatility, while domestic interest rate and stock market capitalization were significant determinants of FPI volatility in Nigeria. Other variables were insignificant in influencing volatility in FDI and FPI. Consequently, the study recommends the need for the prudent management of these determinants (with particular reference to indigenous variables) to ensure reduced …


The Consumption-Oriented Capital Asset Pricing Model In The Nigerian Stock Exchange, Abidemi C. Adegboye Dec 2017

The Consumption-Oriented Capital Asset Pricing Model In The Nigerian Stock Exchange, Abidemi C. Adegboye

CBN Journal of Applied Statistics (JAS)

In this study, the Consumption-oriented Capital Asset Pricing Model (CCAPM) is tested for Nigeria by considering returns on investments in the Nigerian Stock Exchange market and other financial assets for the period 1993: Q1 to 2016:Q4. Three tests are conducted. The first test examines forecast performance of excess returns for the selected portfolios in predicting future consumption; the second test estimates the consumption betas for the set of assets using two alternative formulations of the CCAPM; and the third test included consumption growth variable in a multifactor risk analysis to compare with the basic CAPM formulations. The empirical results indicates …


On The Properties Of The Weibull-Burr Iii Distribution And Its Application To Uncensored And Censored Survival Data, Aliyu Yakubu, Sani I. Doguwa Dec 2017

On The Properties Of The Weibull-Burr Iii Distribution And Its Application To Uncensored And Censored Survival Data, Aliyu Yakubu, Sani I. Doguwa

CBN Journal of Applied Statistics (JAS)

Twelve different families of cumulative distributions that are used to model real life data were introduced by Burr (1942). Burr III distribution is among these families of cumulative distributions. In this work, a four-parameter distribution is introduced to model real life scenarios called Weibull-Burr III distribution. The limiting behavior of the proposed distribution, hazard function, moments, skewness, kurtosis and quantile function is investigated; order statistics and entropy are also derived. The method of Maximum Likelihood Estimation technique was used in estimating the parameters of the proposed distribution. To prove the flexibility and performance of the distribution and Weibull-G family of …


Forecasting The Volatilities Of The Nigeria Stock Market Prices, Sikiru O. Ibrahim Dec 2017

Forecasting The Volatilities Of The Nigeria Stock Market Prices, Sikiru O. Ibrahim

CBN Journal of Applied Statistics (JAS)

The objective of this work is to assess and forecast the volatilities of prices on the Nigeria Stock Exchange. The ARCH family (ARCH, GARCH, TGARCH, EGARCH and PGARCH) and ARIMA models are used to assess and forecast volatilities in prices on the Nigeria stock market. The EGARCH model is found to be the most efficient for forecasting volatilities and has the capability to show the asymmetric effect. The assessment of volatilities in prices for 1985 to 2014 shows clustering, over the years. The forecasting performance shows the volatility in the Nigeria stock market to be on the increase for the …


Determinants Of Financial Inclusion In Sub-Saharan Africa Countries: Does Institutional Infrastructure Matter?, Kazeem B. Ajide Dec 2017

Determinants Of Financial Inclusion In Sub-Saharan Africa Countries: Does Institutional Infrastructure Matter?, Kazeem B. Ajide

CBN Journal of Applied Statistics (JAS)

The paper examines the determinants of financial inclusion by specially accounting for the role of institutions in a panel of eighteen (18) subSaharan Africa (SSA) countries using a dynamic system of Generalized Method of Moments (SYS-GMM). The emanated findings consistently stress the importance of institutions together with other control variables like GDP per capita, inflation, bank concentration and z-score as key drivers of FI. In the final analysis, the paper emphasizes the importance of using dimension by dimension indicators of governance as well as a composite governance index instead of relying solely on the latter as a basis of informing …


The Impact Of Private Sector Credit On Economic Growth In Nigeria, Ganiyu B.A. Amoo, Matthew I. Eboreime, Yusuf Adamu, Maximillian C. Belonwu Dec 2017

The Impact Of Private Sector Credit On Economic Growth In Nigeria, Ganiyu B.A. Amoo, Matthew I. Eboreime, Yusuf Adamu, Maximillian C. Belonwu

CBN Journal of Applied Statistics (JAS)

The paper determines empirically the local conditions and policy environment that influence the absorptive capacity of credit in the Nigerian economy for the period 1993:Q1 to 2013:Q4 using fully modified least squares. Findings show that credit is growth-enhancing, even when trade openness, monetary policy, investment climate and infrastructure are low. Also, the composite local condition index analysis revealed that private sector credit increased economic growth when domestic or local conditions were favourable and the absorptive capacity of the domestic economy for credit was estimated at 29% of the GDP in 2013. These results suggest that there is ample room for …


An Assessment Of The Impact Of Banking Reforms On Economic Growth And Bank Performance In Nigeria, Matthew O. Gidigbi Dec 2017

An Assessment Of The Impact Of Banking Reforms On Economic Growth And Bank Performance In Nigeria, Matthew O. Gidigbi

CBN Journal of Applied Statistics (JAS)

This study assesses the impact of banking reforms on banks’ performance and economic growth for the period 1981 to 2015 by fitting an ANOVA model into Stepwise Regression. Using dummy variables to isolate reform periods, results show that banking reforms contribute positively to economic growth, especially in the period 1999 to 2004. Also, banking reforms are found to contribute negatively to banks’ performance, following the 1993 reforms. The study confirms that banking system reforms in Nigeria have dual impact on the economy and banks’ performance. The banking reforms are capable of promoting growth in the economy. Thus, the study recommends …


An Application Of Box-Jenkins Approach In Forecasting Nigerian Crude Oil Prices., Bashir Umar Faruk Sep 2017

An Application Of Box-Jenkins Approach In Forecasting Nigerian Crude Oil Prices., Bashir Umar Faruk

Bullion

Nigerian government has been adopting Moving Average (MA) method in pegging crude oil price benchmark. However, large discrepancy between the projected oil price benchmark and the actual international crude oil prices is observed over time. Therefore, the main objective of this research is to investigate whether Box-Jenkins approach could provide a lasting solution to the problem of inefficient oil price forecast in the Nigerian budgeting process. In our quest for an appropriate oil benchmark, monthly bonny light crude oil prices for the period of April 1986 to December 2015 are used.


Cbn Real Sector Financing For Inclusive Growth And Economic Development., Mudashiru A. Olaitan Sep 2017

Cbn Real Sector Financing For Inclusive Growth And Economic Development., Mudashiru A. Olaitan

Bullion

The fall in crude oil in the international market has expose Nigeria's vulnerability to external shocks and overdependence on a mono-product economy thereby presenting the opportunity for Nigeria to diversify its economy away from oil into agriculture, manufacturing services and other non-oil sectors. This paper examines the need to support key sectors that are drivers of growth and to also upscale its developmental finance initiatives targeted at economic growth, deepening of deepening of credit delivery to the real sector. The paper highlighted focal areas and the interventions by CBN in these areas to include Agricultural sector; Infrastructure; Manufacturing sector; MSMEs …


Fss 2020 Financial Markets Programme: Progress So Far, Charles Ohamara Sep 2017

Fss 2020 Financial Markets Programme: Progress So Far, Charles Ohamara

Bullion

The Financial System Strategy (FSS) 2020 is a national reform program aimed at developing and transforming Nigeria's financial sector into a growth catalyst to fast track the achievement of the Vision 20:2020 and engineer Nigeria's evolution into on International Financial Centre. The strategic objectives of FSS2020 are to strengthen and deepen the domestic financial markets, enhance the integration of domestic financial markets with the external financial markets and supporting the reals sector. To attain these objectives, the key regulators of the Nigerian financial system come together under the leadership of the Central Bank of Nigeria and crafted the vision to …


Fss 2020: Human Capital Development Report, Sani A. Abdallah Sep 2017

Fss 2020: Human Capital Development Report, Sani A. Abdallah

Bullion

This paper explores the FSS2020 Human Capital Development strategy which aims to chart a strategic direction for evolving and developing the required quality human capital that would drive the achievement of the FSS2020 vision, toking into cognizance prevailing local trends and the experiences of global benchmark countries. The paper highlights the vision, mission and objectives of the strategy followed by identifying human capacity development sector challenges. Some critical planned interventions to address the challenges, sector weaknesses and sector threats are next discussed. The paper further highlights relevant stakeholders to implement the interventions and achievements of the HCD sector. Finally, the …


Msme Sector: The New Paradigm For Nigeria's Economic Development, Adewale M. Mustapha Sep 2017

Msme Sector: The New Paradigm For Nigeria's Economic Development, Adewale M. Mustapha

Bullion

MSMEs play a major role in most economies, especially in developing countries. This paper examines the opportunity provided by FSS2020 to enhance development of the MSME sector in Nigeria. The paper begins by examining the concept of FSS2O2O strategy for the MSME sector with specific focus on the six (6) Strategic Objectives and three (3) Transformational Programs to drive the development of the sector. These strategic objectives and the respective initiatives have a high multiplier effect on the entire Nigeria financial system. The six objectives ore: Advocate and Work with the government to Drive SME development, 2. Promote Financial Reporting …


Fss 2020: Pension Sector, Zarah Gadzama Sep 2017

Fss 2020: Pension Sector, Zarah Gadzama

Bullion

The Nigerian Pensioner over the years is seen to have been deprived of his/her benefits even after retirement. The inconsistency of payments, corruption and lack of data or payments to Ghost Pensioners was a major setback to the defined benefits pension scheme of the Federal Government. To curtail these challenges, the Federal Government commenced the reform of the sector through legislative reforms to create a robust Pension industry that can meet the needs of all pensioners. This Paper intends to review the Journey So for of the FSS2020 Pension Sector. The paper ls divided into five Sections; Section one deals …


Transforming The Mortgage Sub-Sector Using The Fss 2020 Platform, Patrick E. Aririguzo Sep 2017

Transforming The Mortgage Sub-Sector Using The Fss 2020 Platform, Patrick E. Aririguzo

Bullion

This paper examines the Mortgage sector of FSS2020 Strategy document which falls within the category of the drivers of the FSS2020 Strategy implementation blueprint. FSS2020 Mortgage: Vision and Mission. The paper further explores the Strategic Objectives of FSS2020 Mortgage Sector and the Transformational Programmes which includes: Ml - Establish a secondary mortgage market; M2 - Attract affordable international credit to fund affordable housing programmes; M3 - Advocate for mortgage ready and affordable housing. Three Transformational Programmes were designed to support the realization of the three objectives of the Mortgage Sector namely: TPl - Establishment of Mortgage Refinancing Companies (MRC) TP2 …


Transforming The Insurance Sector In Nigeriain Using The Fss 2020 Platform, Chris O. Muo Sep 2017

Transforming The Insurance Sector In Nigeriain Using The Fss 2020 Platform, Chris O. Muo

Bullion

The National lnsurance Commission (NAICOM) is the statutory Regulatory body of insurance business created to ensure the effective administration, supervision and regulation of insurance business and regulate transactions between insurers and reinsurers within and outside Nigeria. FSS 2020 Insurance Sector, in collaboration with NAICOM aims to deepen the insurance market; ensure lnsurance credibility and protect policy holders; Embed governance and risk management framework for the lnsurance Companies; Enhance access to finance (financial inclusion) with business development support and new products; and risk-based capitalization of lnsurance Companies.


Improving Accuracy With Forecast Combination: The Case Of Inflation And Currency In Circulation In Nigeria, Alvan E. Ikoku, Chukwunonso T. Okany Jul 2017

Improving Accuracy With Forecast Combination: The Case Of Inflation And Currency In Circulation In Nigeria, Alvan E. Ikoku, Chukwunonso T. Okany

CBN Journal of Applied Statistics (JAS)

This study shows how the application of forecast combination improves the accuracy of forecasts of economic variables. Using data from January 2009 to December 2014 on the Nigerian inflation rate, and forecasts of currency in circulation (see Ikoku, (2014)) as examples, we find that by combining forecasts of both variables using the regressionbased method, the mean absolute percent errors of the combined forecasts were lower than the forecast errors from the individual models of the variables.


An Application Of Asymmetric Garch Models On Volatility Of Banks Equity In Nigeria’S Stock Market, Omorogbe J. Asemota, Uchenna C. Ekejiuba Jun 2017

An Application Of Asymmetric Garch Models On Volatility Of Banks Equity In Nigeria’S Stock Market, Omorogbe J. Asemota, Uchenna C. Ekejiuba

CBN Journal of Applied Statistics (JAS)

This paper examines the volatility of banks equity weekly returns for six banks (coded B1 to B6) using GARCH models. Results reveal the presence of ARCH effect in B2 and B3 equity returns. In addition, the estimated models could not find evidence of leverage effect. On evaluating the estimated models using standard criteria, EGARCH (1, 1) and CGARCH (1, 1) model in Student’s t-distribution are adjudged the best volatility models for B2 and B3 respectively. The study recommends that in modelling stock market volatility, variants of GARCH models and alternative error distribution should be considered for robustness of results. We …


Exchange Rate Misalignment Under Different Exchange Rate Regimes In Nigeria, Sunday N. Essien, Stephen O.U. Uyaebo, Babatunde S. Omotosho Jun 2017

Exchange Rate Misalignment Under Different Exchange Rate Regimes In Nigeria, Sunday N. Essien, Stephen O.U. Uyaebo, Babatunde S. Omotosho

CBN Journal of Applied Statistics (JAS)

This study examines the dynamics of naira real exchange rate (RER) during the period 2000Q1 – 2016Q1 as well as the extent to which it deviated from its long run equilibrium path. To achieve this, we adopt the Behavioural Equilibrium Exchange Rate (BEER) model approach and incorporate the effects of an endogenously determined breakpoint in the cointegrating vector of the RER model. We found empirical support for the existence of a long-run relationship between RER and its determinants that is subject to a structural break in 2011Q1. Also, model results showed that exchange rate policy, productivity and interest rate differentials …


Agricultural Sector Credit And Output Relationship In Nigeria: Evidence From Nonlinear Ardl1, Oloronsola E. Olowofeso, Adeyemi A. Adeboye, Valli T. Adejo, Kufre J. Bassey, Ochoche Abraham Jun 2017

Agricultural Sector Credit And Output Relationship In Nigeria: Evidence From Nonlinear Ardl1, Oloronsola E. Olowofeso, Adeyemi A. Adeboye, Valli T. Adejo, Kufre J. Bassey, Ochoche Abraham

CBN Journal of Applied Statistics (JAS)

This paper investigates the relationship between credit to agriculture and agricultural output in Nigeria by means of nonlinear autoregressive distributed lag (NARDL) model using a time series data from 1992Q1 to 2015Q4. Results show no evidence of asymmetry in the impact of credit to output growth in the agricultural sector (positive and negative changes) in the short-run, but different equilibrium relationships exist in the long-run. The dynamic adjustments show that the cumulative agricultural output growth is mostly attracted by the impact of the positive changes in credit to agriculture with a lag of four quarters of the prediction horizon. This …


Modelling Inflation Rate Volatility In Nigeria With Structural Breaks, Ismail O. Fasanya, Oluwasegun B. Adekoya Jun 2017

Modelling Inflation Rate Volatility In Nigeria With Structural Breaks, Ismail O. Fasanya, Oluwasegun B. Adekoya

CBN Journal of Applied Statistics (JAS)

This study compares the performance of GARCH-Type models in modelling inflation volatility in Nigeria covering the period 1995M01 to 2016M10. In the paper, we provide two main innovations: (i) we analyze inflation rate of two pronounced consumer prices indices namely headline and core consumer price indices using the Augmented DickeyFuller break point test which allow for structural breaks in the data series; and (ii) the method is modified to include both symmetric and asymmetric volatility models. The empirical examination observes evidence of volatility persistence in the consumer price indices, but only headline is consistent with leverage effects. Thus, applying one-modelfits-all …


Testing For The Stability And Persistence Of The Phillips Curve For Nigeria, Chuku Chuku, Johnson Atan, Felix Obioesio Jun 2017

Testing For The Stability And Persistence Of The Phillips Curve For Nigeria, Chuku Chuku, Johnson Atan, Felix Obioesio

CBN Journal of Applied Statistics (JAS)

In this study, we describe the problem of testing for the stability and persistence of the Phillips curve for Nigeria when there are nonstationarities in the marginal distribution of the regressors. We test for unknown break dates using the 𝑆𝑢𝑝𝐹,𝐴𝑣𝑔𝐹 and 𝐸𝑥𝑝𝐹 approaches. After reviewing the relevant asymptotic distribution theory we replicate Hansen’s fixed-regressor bootstraping scheme, which shows that Andrews’ tabulated critical values for the test statistics are oversized, and are not robust to the presence of nonstationarities in the marginal distribution of the regressors. In search of alternative bootstraping schemes, we experiment with the sieve, wild, and Rademacher schemes …


Testing Validity Of Observed Indicators Of Local Content Policy In Nigeria: Evidence From Four-Factor Measurement Model, Abdulkabir N. Adedeji, Muhammad O. Lawan, Shaufiq F. Sidique Jun 2017

Testing Validity Of Observed Indicators Of Local Content Policy In Nigeria: Evidence From Four-Factor Measurement Model, Abdulkabir N. Adedeji, Muhammad O. Lawan, Shaufiq F. Sidique

CBN Journal of Applied Statistics (JAS)

This paper tests validity property of the indicators that measured local content policy (LCP) in Nigeria’s oil sector. Survey data were obtained for the test, using confirmatory factor analysis (CFA) method. The results obtained from a four-factor measurement model confirmed the LCP indicators to be valid. This reflects that the policy can achieve its developmental targets on local value creation with particular reference to increased local firms’ participation, backward linkages, and job creation in Nigeria’s oil sector. Hence, government should focus on effective implementation and compliance of the policy rather than “labour clause” as contained in the local content Act. …


The Impact Of Trade On Economic Growth In Ecowas Countries: Evidence From Panel Data, Milton Iyoha, Ajan Okim Jun 2017

The Impact Of Trade On Economic Growth In Ecowas Countries: Evidence From Panel Data, Milton Iyoha, Ajan Okim

CBN Journal of Applied Statistics (JAS)

The poor economic performance and growth of ECOWAS economies have become so challenging and this has necessitated research and discussions. Experts have argued that the relationship between trade and economic growth in the ECOWAS region is unclear and the question of whether trade promotes growth and development is controversial. In this paper, an attempt is made to analyse the impact of trade on economic growth both from a theoretical perspective and using econometric evidence from ECOWAS countries. In particular, an attempt is made to econometrically test the hypothesis of a positive relationship between trade and growth in ECOWAS countries during …


Contemporary Issues In The Nigerian Monetary Policy Landscape: Current Challenges And Strategic Options, Shamsideen Okunola Abiodun, Jamiu Aina Babatunde, Kingsley Imandojemu Mar 2017

Contemporary Issues In The Nigerian Monetary Policy Landscape: Current Challenges And Strategic Options, Shamsideen Okunola Abiodun, Jamiu Aina Babatunde, Kingsley Imandojemu

Bullion

Contemporary central bonking in Nigeria is becoming laced with intricacies, and monetary actions impacting every segment of the society. Paradoxically, monetary policy landscape is characterized by complexities and frequent changes in the monetary environment amidst relatively constant monetary instruments. The economic recession witnessed by Nigeria from Q1 to Q4 of 2016 had reinforced the renaissance of primordial and 'nativist' models of unregulated banking arrangement cum investment options via Ponzi schemes and pyramid schemes, flexible exchange rote regime, selected import forex restrictions, calls for unconventional monetary policy with special reference to negative interest rote, central bonk communication and financial stability concern. …


Let's Listen To Sarma: Developing An Index Of Financial Inclusion For Nigeria., Baba N. Yaaba Mar 2017

Let's Listen To Sarma: Developing An Index Of Financial Inclusion For Nigeria., Baba N. Yaaba

Bullion

The National Financial inclusion Strategy of the Central Bank of Nigeria was designed to reduce the percentage of adult Nigerians excluded from financial services from 46.3 per cent as at 2070 to 20.0 per cent by 2020. As a component of the policy tool kit, the strategy makes provision for annual data gathering to measure progress in financial inclusion drive of the Bank. This approach and others recognised by the CBN are mostly survey based, hence occasional and expensive. ln order to facilitate cross-country comparison, this study adopted Sarma (2008, 2012) to compute a composite index for financial inclusion for …


Exchange Rate Management In Period Of Economic Uncertainty, Emmanuel U. Ukeje Mar 2017

Exchange Rate Management In Period Of Economic Uncertainty, Emmanuel U. Ukeje

Bullion

The paper examines current developments in the management of foreign exchange by the Central Bank of Nigeria in the period of economic uncertainty. It explains how the Bank has implemented different regimes of foreign exchange in order to maintain the external value of its currency as well as ensure them.


Counterfeiting The Naira Notes: Issues, Trends And Measurements., Kingsley Imandojemu Mar 2017

Counterfeiting The Naira Notes: Issues, Trends And Measurements., Kingsley Imandojemu

Bullion

Currency counterfeiting is o worldwide phenomenon of great importance to currency management and monetary policy execution. This has resulted in transatlantic corporation and synergy in combating the malaise in addition to the efforts of the monetary authorities towards ensuring that banknotes are not susceptible to counterfeiting. Notwithstanding the zero currency counterfeit stance of the Central Bank of Nigeria, the menace remain unabated. The paper through the lens of available literature, identified issues and trends that undermine the effort of the Central Bank of Nigeria geared towards ensuring that banknotes are not susceptible to counterfeiting and also developed methodological framework for …