Estimation of Threshold Effect of Kenyan Shilling Exchange Rate on Rwandan Economy: A Semiparametric Model Approach
The exchange rate is an important variable in international trade which is used as a parameter to determine a country’s international competitiveness and indicates the position of the country’s economy. A change in the exchange rate of the Kenya shilling has an impact on Rwanda’s economy. To study t...
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Published in | Journal of applied mathematics Vol. 2025; no. 1 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
New York
John Wiley & Sons, Inc
01.01.2025
Wiley |
Subjects | |
Online Access | Get full text |
ISSN | 1110-757X 1687-0042 |
DOI | 10.1155/jama/2973210 |
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Abstract | The exchange rate is an important variable in international trade which is used as a parameter to determine a country’s international competitiveness and indicates the position of the country’s economy. A change in the exchange rate of the Kenya shilling has an impact on Rwanda’s economy. To study this variation, some researchers use linear regression models which do not allow them to assess the threshold of the kenya exchange rate around which the channels through which a fall or increase in economic growth could be determined. The use of linear models is also a modeling limitation, as it imposes a predetermined form on the functions linking exogenous variables to dependent variables. To correct these two aspects, we have proposed a semiparametric threshold model to measure the threshold effects of changes in the exchange rate of the Kenya shilling on the Rwandan economy. This paper examines the threshold effect of the Kenyan shilling exchange rate on the Rwandan economy using yearly data from 1996 to 2018. Using a semiparametric model, the results of the imports, exports, and GDP threshold models revealed that the Kenyan shilling exchange rate is 7.78, 7.52, and 7.39 Rwanda’s value, respectively, and has a significant positive effect on the Rwandan economic growth, which gives credence to the relevance of threshold level. Thus, paying adequate attention to the maximum of the threshold values estimated by the Kenyan shilling exchange rate would lead to a better growth rate of the Rwandan economy. An increase of the value of Kenyan shilling by one Rwandan franc leads to a more rapid increase of the Rwandan economy through GDP, exports and imports when the value of the kellian shiling exceeds these thresholds. Based on these findings, the National Bank of Rwanda should ensure that the Rwandan Franc does not appreciate above its equilibrium level, which can lead to a loss of competitiveness. |
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AbstractList | The exchange rate is an important variable in international trade which is used as a parameter to determine a country’s international competitiveness and indicates the position of the country’s economy. A change in the exchange rate of the Kenya shilling has an impact on Rwanda’s economy. To study this variation, some researchers use linear regression models which do not allow them to assess the threshold of the kenya exchange rate around which the channels through which a fall or increase in economic growth could be determined. The use of linear models is also a modeling limitation, as it imposes a predetermined form on the functions linking exogenous variables to dependent variables. To correct these two aspects, we have proposed a semiparametric threshold model to measure the threshold effects of changes in the exchange rate of the Kenya shilling on the Rwandan economy. This paper examines the threshold effect of the Kenyan shilling exchange rate on the Rwandan economy using yearly data from 1996 to 2018. Using a semiparametric model, the results of the imports, exports, and GDP threshold models revealed that the Kenyan shilling exchange rate is 7.78, 7.52, and 7.39 Rwanda’s value, respectively, and has a significant positive effect on the Rwandan economic growth, which gives credence to the relevance of threshold level. Thus, paying adequate attention to the maximum of the threshold values estimated by the Kenyan shilling exchange rate would lead to a better growth rate of the Rwandan economy. An increase of the value of Kenyan shilling by one Rwandan franc leads to a more rapid increase of the Rwandan economy through GDP, exports and imports when the value of the kellian shiling exceeds these thresholds. Based on these findings, the National Bank of Rwanda should ensure that the Rwandan Franc does not appreciate above its equilibrium level, which can lead to a loss of competitiveness. |
Audience | Academic |
Author | Ogouyandjou, Carlos Amoussou, Amour Gbaguidi Uwilingiyimana, Charline Habyarimana, Faustin |
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Cites_doi | 10.3390/axioms11090449 10.1007/3-540-28556-3_3 10.1088/1402-4896/ac7a6a 10.1080/15228916.2017.1247330 10.3390/jrfm13080177 10.3390/ijfs6040086 10.1080/09638190902898105 10.3390/ijfs5010006 10.1142/S0218348X21400223 10.1016/j.jimonfin.2010.08.005 10.1111/jmcb.12526 10.3390/jrfm12010012 10.4236/jfrm.2012.12003 10.1137/1110024 10.3390/risks4010007 10.1016/j.jksuci.2022.10.026 10.1007/s40747-021-00389-8 10.1007/s00500-022-07065-0 |
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SubjectTerms | Analysis Econometrics Economic aspects Economic growth Economic indicators Exports Foreign exchange rates GDP Gross Domestic Product Growth rate International finance International trade Literature reviews Monetary unions Neural networks Regression analysis Variables |
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Title | Estimation of Threshold Effect of Kenyan Shilling Exchange Rate on Rwandan Economy: A Semiparametric Model Approach |
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