[HTML][HTML] Machine learning portfolio allocation

M Pinelis, D Ruppert - The Journal of Finance and Data Science, 2022 - Elsevier
We find economically and statistically significant gains when using machine learning for
portfolio allocation between the market index and risk-free asset. Optimal portfolio rules for …

Beyond the Sharpe ratio: An application of the Aumann–Serrano index to performance measurement

U Homm, C Pigorsch - Journal of Banking & Finance, 2012 - Elsevier
We propose a performance measure that generalizes the Sharpe ratio. The new
performance measure is monotone with respect to stochastic dominance and consistently …

[LIBRO][B] The Sharpe Ratio: Statistics and Applications

SE Pav - 2021 - api.taylorfrancis.com
The Sharpe ratio is the most widely used metric for comparing theperformance of financial
assets. The Markowitz portfolio is the portfolio withthe highest Sharpe ratio. The Sharpe …

Exchange rate prediction with machine learning and a smart carry trade portfolio

I Filippou, D Rapach, MP Taylor, G Zhou - 2020 - papers.ssrn.com
We establish the out-of-sample predictability of monthly exchange rate changes via machine
learning techniques based on 70 predictors capturing country characteristics, global …

[PDF][PDF] Out-of-sample exchange rate prediction: A machine learning perspective

I Filippou, D Rapach, MP Taylor, G Zhou - Available at SSRN, 2022 - assets.super.so
We establish the out-of-sample predictability of monthly exchange rates via machine
learning techniques based on 70 predictors capturing country characteristics, global …

Testing Sharpe ratio: luck or skill?

E Benhamou, D Saltiel, B Guez, N Paris - arxiv preprint arxiv:1905.08042, 2019 - arxiv.org
Sharpe ratio (sometimes also referred to as information ratio) is widely used in asset
management to compare and benchmark funds and asset managers. It computes the ratio of …

A note on empirical Sharpe ratio dynamics

M Schuster, BR Auer - Economics letters, 2012 - Elsevier
Generating a high positive excess return in a prospective period does not necessarily
increase the empirical Sharpe ratio of an investment fund. Therefore, we derive a critical …

Option Volume Imbalance as a predictor for equity market returns

N Michael, M Cucuringu, S Howison - arxiv preprint arxiv:2201.09319, 2022 - arxiv.org
We investigate the use of the normalized imbalance between option volumes corresponding
to positive and negative market views, as a predictor for directional price movements in the …

Unequal returns: Using the Atkinson index to measure financial risk

T Fischer, F Lundtofte - Journal of Banking & Finance, 2020 - Elsevier
We apply the Atkinson (1970) inequality index to time series of asset returns to offer a novel
measure of financial risk consistent with expected-utility theory. This measure is converted to …

Análisis del impacto del valor añadido del gestor sobre el binomio Rentabilidad-Riesgo, medido mediante el ratio de Sharpe, en los Fondos de Inversión Socialmente …

AM Castaño, JI del Campo - Revesco: revista de estudios …, 2018 - dialnet.unirioja.es
El objetivo del trabajo es analizar el impacto e influencia del valor añadido que aporta el
gestor en los Fondos de Inversión Socialmente Responsables (FISR), sobre el obtenido por …