Controlled Risk Pairs Trading using ReinforcementLearning

Author(s):  
Deepti Patole ◽  
Ishika Gupta ◽  
Priyam Jain ◽  
Vansh Gupta ◽  
Yash Gada
Keyword(s):  
2020 ◽  
Vol 38 (3) ◽  
Author(s):  
Ainhoa Fernández-Pérez ◽  
María de las Nieves López-García ◽  
José Pedro Ramos Requena

In this paper we present a non-conventional statistical arbitrage technique based in varying the number of standard deviations used to carry the trading strategy. We will show how values of 1 and 1,2 in the standard deviation provide better results that the classic strategy of Gatev et al (2006). An empirical application is performance using data of the FST100 index during the period 2010 to June 2019.


2017 ◽  
Author(s):  
Thong Dao ◽  
Frank McGroarty ◽  
Andrew Urquhart

2019 ◽  
Vol 65 (1) ◽  
pp. 370-389 ◽  
Author(s):  
Huafeng (Jason) Chen ◽  
Shaojun (Jenny) Chen ◽  
Zhuo Chen ◽  
Feng Li

2016 ◽  
Author(s):  
Yurun Yang ◽  
Ahmet Goncu ◽  
Athanasios A. Pantelous

Econometrics ◽  
2016 ◽  
Vol 4 (4) ◽  
pp. 14 ◽  
Author(s):  
David Ardia ◽  
Lukasz Gatarek ◽  
Lennart Hoogerheide ◽  
Herman van Dijk

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