Abstract
This paper proposes a rule-based trading system to investigate how much the central bank’s announcements matter on a financial market. We design a novel investment strategy and we simulate trades in order to quantify their profitability in the out–of–sample period using the data from a broad financial market in Poland spanning across 3 segments: stock market, foreign exchange market and bonds market.
Our results show that the individual transactions delivered profits in 72.7% cases. The overall profitability across all events and all trading horizons was positive in as many as 63.6% cases.
Although the financial market in Poland was only moderately sensitive to the NBP central bank’s communication, the identified types of the monetary policy announcements are economically significant and very useful for the investors, who can trade based on them and exploit them directly in the design of the rule-based trading strategies.
| Original language | English |
|---|---|
| Article number | 115201 |
| Number of pages | 15 |
| Journal | Expert Systems with Applications |
| Volume | 182 |
| Early online date | 23 May 2021 |
| DOIs | |
| Publication status | Published - 15 Nov 2021 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 17 Partnerships for the Goals
Keywords
- Rule-based trading system
- Central bank
- Monetary policy
- Stock market
- Foreign exchange market
- Bonds market
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