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Empirical investigation of internal and external shocks on exchange rate volatility in Nigeria

Evidence from GARCH (1 1) forecasting technique

Titel: Empirical investigation of internal and external shocks on exchange rate volatility in Nigeria

Bachelorarbeit , 2017 , 90 Seiten , Note: 2.1

Autor:in: Ugwuja Chinonso Oliver (Autor:in)

VWL - Fallstudien, Länderstudien
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Zusammenfassung Leseprobe Details

The embracement of the International monetary funds’ (IMF) structural adjustment programme (SAP) in 1986 brought the Bretton-Woods system which marked a period of the largest experiment of the pegged exchange rate regimes in the post-World War II era to its knees. Ever since then, there has been a recoded high degree of volatility in the exchange rate of the naira vis-à-vis the US dollars.

In this regard, this study seeks to examine other sources of shocks to the exchange rate fluctuations in Nigeria relying on time series data covering the periods 1986-2015. To execute this effectively, the Generalized Autoregressive Conditional Heteroscedasticity (GARCH) model introduced by Tim Bollerslev (1986) was used to decompose these shocks into internal and external sources. Also, the time series properties of the data used were explored and the stationarity conditions of the chosen variables were examined by the help of ADF unit root test under three different test regression equations.

However, the GARCH (1 1) volatility forecasting result reveals that volatility shock is present and persistent and concludes that the fluctuations in the Real exchange rate of the naira is responsive to both domestic and international shocks. Consequently, this study recommends that policies be adopted to tame the degree of volatility in exchange rate because of the deleterious effect it could have on foreign transactions. Furthermore, to make the work more enticing and attractive to the readers, we sectionalized this study into Chapters; chapter one for introduction, chapter two for literature review, chapter three for Research methodology, chapter four for the presentation and analysis of empirical findings and chapter five.

Leseprobe


Table of Contents

CHAPTER ONE. INTRODUCTION

1.1 BACKGROUND TO THE STUDY

1.2 STATEMENT OF THE PROBLEM

1.3 THE OBJECTIVES OF THE STUDY

1.4 RESEARCH QUESTIONS

1.5 RESEARCH HYPOTHESIS.

1.6 DELIMITATION OF THE STUDY

1.7 SIGNIFICANCE OF THE STUDY

CHAPTER TWO. LITERATURE REVIEW

2.1 CONCEPTUAL FABRICS

2.2 THEORETICAL LITERATURE

2.2.1 THE THEORIES OF EXCHANGE RATE

2.3 EMPIRICAL REVIEW

2.3.1 FOREIGN STUDIES

2.3.2 DOMESTIC STUDIES

2.4 SUMMARY OF LITERATURE AND VALUE ADDED

CHAPTER THREE.RESEARCH METHODOLOGY

3.1 ANALYTICAL FRAMEWORK

3.1.1 GARCH (11) MODEL

3.2 MODEL SPECIFICATION

3.2.1 THE FUNCTIONAL FORM

3.2.2 THE MATHEMATICAL OR DETERMINISTIC MODEL SPECIFICATION

3.2.3 THE ECONOMETRIC OR STOCHASTIC MODEL SPECIFICATION

3.3 ESTIMATION TECHNIQUE

3.4 METHOD OF EVALUATION

3.4.1 ECONOMIC CRITERIA: A PRIORI EXPECTATIONS

3.4.2 STATISTICAL CRITERIA: FIRST ORDER TEST

3.4.3 THE ECONOMETRIC CRITERIA: THE SECOND ORDER TEST

3.5.1 STATIONARITY TEST OR TEST FOR THE PRESENCE OF UNIT ROOT

3.5.2 THE COINTEGRATION TEST

3.6 JUSTIFICATION FOR THE MODEL

3.7 SOURCES OF DATA

3.8 ECONOMETRIC SOFTWARE

CHAPTER FOUR. PRESENTATION AND ANALYSIS OF REGRESSION RESULTS

4.1 DESCRIPTIVE ANALYSIS:

4.1.1 TIME SERIES PLOT OF THE DATA AND THE TREND ANALYSIS

4.3 PRE-ESTIMATION TEST

4.4 THE GARCH (1 1) ESTIMATION RESULTS

4.7 THE INTERPRETATION OF THE REGRESSION RESULTS BASED ON THE THREE SELECTED CRITERIA

4.7.0: PARAMETER IDENTIFICATION

4.7.1 ECONOMIC CRITERIA

4.7.2 THE STATISTICAL CRITERIA (FIRST ORDER TEST

4.7.3 THE SECOND ORDER TESTS

4.8 EVALUATION OF WORKING HYPOTHESES AND ECONOMIC IMPLICATUONS OF THE FINDINGS.

CHAPTER FIVE- SUMMARY, POLICY IMPLICATION, RECOMMENDATION AND CONCLUSIONS

5.1 THE SUMMARY OF THE STUDY

5.2 POLICY IMPLICATIONS OF THE STUDY

5.3 RECOMMENDATIONS OF THE STUDY

5.4 CONCLUSIONS

5.5 SUGGESSTED AREARS FOR FURTHER STUDIES

Research Objectives and Key Topics

The primary objective of this study is to investigate both internal and external shocks on exchange rate volatility in Nigeria using time series data from 1986 to 2015. By applying the Generalized Autoregressive Conditional Heteroscedasticity (GARCH) model, the research seeks to decompose exchange rate fluctuations and determine which types of shocks exert more significant pressure on the volatility of the naira.

  • Analysis of exchange rate volatility using GARCH (1,1) methodology.
  • Evaluation of internal shocks (e.g., money supply, economic growth) versus external shocks (e.g., capital flight, trade openness).
  • Assessment of the persistence and severity of volatility shocks in the Nigerian foreign exchange market.
  • Investigation into the impact of historical policy changes on exchange rate stability.

Excerpt from the Book

CAPITAL FLIGHT

Capital flights is the movement of capital in and out of a country or sometimes refers to the movement of capital from one investment sector to another to capitalize on returns or mitigate risk. Berger (1987) refers to capital flight as illegal movement of capital from one country to another. Thus, he emphasized the legality of movement of capital across countries. Capital flight occurs when assets or money rapidly flows out of a country due to an event of economic consequence. This leads to a disappearance of wealth and is usually accompanied by a sharp drop in the exchange rate of the affected country – Take the Nigerian case where about 22.1 billion dollars was lost from the stock market as a result of capital flight in 2015. Capital flight has led to the depletion of Nigeria’s foreign reserve thus weakening the Naira.

The classical view on capital flight is that it is currency speculation that derives significant cross-border movements of private funds enough to affect financial market. All private capital outflows from developing countries whether short-term or long-term are classified as capital flight (ISU, 2002).

However, Khan and Hague (1987) maintained that the term capital flight is generally associated with short-term outflows resulting from economic and political uncertainties in the home country. By this, they mean that capital flight is money that is fleeing from the country rather than external investment guided by long term economic consideration.

Summary of Chapters

CHAPTER ONE. INTRODUCTION: Provides the background and problem statement regarding exchange rate volatility in Nigeria, highlighting the impact of policy shifts and the research objectives.

CHAPTER TWO. LITERATURE REVIEW: Examines theoretical frameworks and empirical studies concerning exchange rate determination and the various internal and external factors influencing volatility.

CHAPTER THREE.RESEARCH METHODOLOGY: Details the analytical framework, specifically the GARCH (1,1) model, and the specifications for the mean and variance equations used in the study.

CHAPTER FOUR. PRESENTATION AND ANALYSIS OF REGRESSION RESULTS: Reports the empirical findings, including descriptive statistics, unit root tests, and the results of the GARCH estimation and diagnostic checks.

CHAPTER FIVE- SUMMARY, POLICY IMPLICATION, RECOMMENDATION AND CONCLUSIONS: Concludes the study by summarizing the findings, offering policy recommendations, and suggesting areas for future research.

Keywords

Exchange Rate Volatility, GARCH Model, Nigeria, Internal Shocks, External Shocks, Capital Flight, Money Supply, Economic Growth, Trade Openness, Monetary Policy, Time Series Analysis, Economic Stability, Financial Econometrics, Currency Depreciation, Macroeconomic Indicators.

Frequently Asked Questions

What is the core focus of this research?

The research investigates the external and internal shocks influencing exchange rate volatility in Nigeria from 1986 to 2015.

What are the primary thematic fields covered?

The study covers international trade, monetary policy, financial econometrics, and capital flight dynamics within the Nigerian economy.

What is the main objective of this study?

The primary goal is to investigate which shocks (internal or external) most significantly impact the volatility of the naira and to provide policy recommendations for stabilizing the exchange rate.

Which scientific method is employed?

The researcher utilizes the Generalized Autoregressive Conditional Heteroscedasticity (GARCH) model (1,1) to forecast volatility and analyze shock persistence.

What does the main body address?

It provides an extensive literature review, detailed econometric model specifications, data analysis, and diagnostic testing to explain the behavior of real exchange rate volatility.

Which keywords best characterize this work?

Key terms include exchange rate volatility, GARCH model, capital flight, money supply, and macroeconomic shocks.

Why did the researcher choose the 1986–2015 timeframe?

This period was selected because 1986 marks the beginning of the Structural Adjustment Programme (SAP) in Nigeria, representing a critical transition from a fixed to a floating exchange rate regime.

What are the specific findings regarding capital flight?

The study finds that capital flight is a significant external driver of exchange rate volatility in Nigeria, contributing to the depletion of foreign reserves and currency weakening.

What is the conclusion regarding trade openness?

The research concludes that while trade openness often has a calming effect on exchange rate volatility in theory, it was not statistically significant in the model for the period under review, highlighting Nigeria's unique position as an import-dependent economy.

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Details

Titel
Empirical investigation of internal and external shocks on exchange rate volatility in Nigeria
Untertitel
Evidence from GARCH (1 1) forecasting technique
Hochschule
University of Nigeria
Veranstaltung
ECONOMICS
Note
2.1
Autor
Ugwuja Chinonso Oliver (Autor:in)
Erscheinungsjahr
2017
Seiten
90
Katalognummer
V457704
ISBN (eBook)
9783668911369
ISBN (Buch)
9783668911376
Sprache
Englisch
Schlagworte
empirical nigeria evidence garch EXCHANGE RATE VOLATILITY GARCH MODELS AND EMPIRICAL ANALYSIS
Produktsicherheit
GRIN Publishing GmbH
Arbeit zitieren
Ugwuja Chinonso Oliver (Autor:in), 2017, Empirical investigation of internal and external shocks on exchange rate volatility in Nigeria, München, GRIN Verlag, https://www.grin.com/document/457704
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