Volume 5 • Issue 2 | July 2021
When to stop computing and start investing
Sean R. Aguilar, and Olga Kosheleva
Abstract:
Purpose
The purpose of the study is to analyze when — while predicting the future price of a financial instrument — we should stop computations and start using this information for the actual investment.
Design/methodology/approach
We derive the explicit formulas explaining how the resulting gain depends on the duration of computations.
Findings
We provide an algorithm that enables us to decide the computation time that leads to the largest possible gain.
Originality/value
To the best of our knowledge, this is the first solution to the problem. Following our recommendations will allow investors to select the computation time for which the resulting gain is the largest possible.
References:
- Goodfellow, I., Bengio, Y. and Courville, A. (2016), Deep Learning, MIT Press, Cambridge, MA.
- Sheskin, D.J. (2011), Handbook of Parametric and Non-parametric Statistical Procedures, Chapman & Hall/CRC, London.