Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision Approach
The aim of this work is to develop a “learning model” which outranks countries according to their confrontation of historical macroeconomic indicators for a given period of time with the spreads at the end of that time and to formulate a forward-looking investment strategy regard...
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doaj-758bd3af7b594bb7be069c7392ea068d2020-11-25T01:14:53ZengMDPI AGSymmetry2073-89942019-06-0111682710.3390/sym11060827sym11060827Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision ApproachVeronika Mitkova0Vladimír Mlynarovič1Faculty of Social and Economic Sciences, Comenius University in Bratislava, Mlynské luhy 4, 821 05 Bratislava, SlovakiaFaculty of Social and Economic Sciences, Comenius University in Bratislava, Mlynské luhy 4, 821 05 Bratislava, SlovakiaThe aim of this work is to develop a “learning model” which outranks countries according to their confrontation of historical macroeconomic indicators for a given period of time with the spreads at the end of that time and to formulate a forward-looking investment strategy regarding government bonds for the following time period. The mechanism of identifying investment opportunities among government bonds is based on the multiple criteria decision making technique, and we look to the Promethee II method as a symmetry approach to country ordering. The spread is defined as the difference between the yield to maturity of the 10-year government bond of a country and the Germany government bond with the same maturity. In this paper, an optimization approach based on three models is developed to find the weights of importance for macroeconomic characteristics, together with a sensitivity analysis on changes in these characteristics. The method was applied to 17 European countries characterized by 16 macroeconomic characteristics. The originality of this paper lies in the two-stage approach to the investment strategy construction based on criteria weights optimization with stability intervals for their values.https://www.mdpi.com/2073-8994/11/6/827macroeconomic criteriaspreadsmultiple criteria approachcriteria importance weights |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Veronika Mitkova Vladimír Mlynarovič |
spellingShingle |
Veronika Mitkova Vladimír Mlynarovič Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision Approach Symmetry macroeconomic criteria spreads multiple criteria approach criteria importance weights |
author_facet |
Veronika Mitkova Vladimír Mlynarovič |
author_sort |
Veronika Mitkova |
title |
Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision Approach |
title_short |
Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision Approach |
title_full |
Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision Approach |
title_fullStr |
Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision Approach |
title_full_unstemmed |
Investment Opportunities Identification Based on Macroeconomic Development, the Multiple Criteria Decision Approach |
title_sort |
investment opportunities identification based on macroeconomic development, the multiple criteria decision approach |
publisher |
MDPI AG |
series |
Symmetry |
issn |
2073-8994 |
publishDate |
2019-06-01 |
description |
The aim of this work is to develop a “learning model” which outranks countries according to their confrontation of historical macroeconomic indicators for a given period of time with the spreads at the end of that time and to formulate a forward-looking investment strategy regarding government bonds for the following time period. The mechanism of identifying investment opportunities among government bonds is based on the multiple criteria decision making technique, and we look to the Promethee II method as a symmetry approach to country ordering. The spread is defined as the difference between the yield to maturity of the 10-year government bond of a country and the Germany government bond with the same maturity. In this paper, an optimization approach based on three models is developed to find the weights of importance for macroeconomic characteristics, together with a sensitivity analysis on changes in these characteristics. The method was applied to 17 European countries characterized by 16 macroeconomic characteristics. The originality of this paper lies in the two-stage approach to the investment strategy construction based on criteria weights optimization with stability intervals for their values. |
topic |
macroeconomic criteria spreads multiple criteria approach criteria importance weights |
url |
https://www.mdpi.com/2073-8994/11/6/827 |
work_keys_str_mv |
AT veronikamitkova investmentopportunitiesidentificationbasedonmacroeconomicdevelopmentthemultiplecriteriadecisionapproach AT vladimirmlynarovic investmentopportunitiesidentificationbasedonmacroeconomicdevelopmentthemultiplecriteriadecisionapproach |
_version_ |
1725155854900002816 |