Search Results for author: Davide Lauria

Found 4 papers, 0 papers with code

Enhancing CVaR portfolio optimisation performance with GAM factor models

no code implementations30 Dec 2023 Davide Lauria, W. Brent Lindquist, Svetlozar T. Rachev

We propose a discrete-time econometric model that combines autoregressive filters with factor regressions to predict stock returns for portfolio optimisation purposes.

Additive models

Unifying Market Microstructure and Dynamic Asset Pricing

no code implementations5 Apr 2023 Davide Lauria, W. Brent Lindquist, Svetlozar T. Rachev, Yuan Hu

We introduce a discrete binary tree for pricing contingent claims with the underlying security prices exhibiting history dependence characteristic of that induced by market microstructure phenomena.

Hedonic Models of Real Estate Prices: GAM and Environmental Factors

no code implementations25 Oct 2022 Jason R. Bailey, Davide Lauria, W. Brent Lindquist, Stefan Mittnik, Svetlozar T. Rachev

We consider the use of P-spline generalized additive hedonic models for real estate prices in large U. S. cities, contrasting their predictive efficiency against linear and polynomial based generalized linear models.

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