An Information Bottleneck Asset Pricing Model
Deep neural networks (DNNs) have garnered significant attention in financial asset pricing, due to their strong capacity for modeling complex nonlinear relationships within financial data. However, sophisticated models are prone to over-fitting to the noise information in financial data, resulting in inferior performance.
openaire +2 more sources
Consumption-Based Asset Pricing with a Reference Level: New Evidence from the Cross-Section of Stock Returns [PDF]
This paper presents an empirical evaluation of recently proposed asset pricing models which extend the standard preference specification by a reference level of consumption.
Grammig, Joachim G., Schrimpf, Andreas
core
Correction: Conditional autoencoder asset pricing models for the Korean stock market. [PDF]
Kim E, Cho T, Koo B, Kang HG.
europepmc +1 more source
Aggregation of Heterogeneous Beliefs and Asset Pricing: A Mean-Variance Analysis [PDF]
The aim of this paper is to show, within the mean-variance framework, how the market belief can be constructed as the result of the aggregation of heterogeneous beliefs and how the market equilibrium prices of risky assets can thus be determined.
Roberto Dieci, Carl Chiarella, Tony He
core
Enhancing the pricing efficiency of financial assets with an optimized bayesian network based on efficient fusion. [PDF]
Fu Q, Li X.
europepmc +1 more source
Asset Pricing with a Reference Level of Consumption: New Evidence from the Cross-Section of Stock Returns [PDF]
This paper presents an empirical evaluation of recently proposed asset pricing models which extend the standard preference specification by a reference level of consumption.
Grammig, Joachim G., Schrimpf, Andreas
core
Robots, ledgers, and RevPAR: a blockchain-enabled AI-robotics conceptual model for sustainable hotel revenue and asset management. [PDF]
Jackson LA.
europepmc +1 more source
For emerging market returns there is strong evidence that the departure from normality is primarily driven by kurtosis and not skewness. This paper investigates the empirical validity of a return generating process that includes quadratic and cubic ...
Brooks, Robert +2 more
core
Capital Asset Pricing for Markets with Intensity Based Jumps [PDF]
This paper proposes a unified framework for portfolio optimization, derivative pricing, modeling and risk measurement in financial markets with security price processes that exhibit intensity based jumps.
Eckhard Platen
core
Regional asymmetry in financial markets: Pricing of skewness risk in the Thai stock market. [PDF]
Huynh TT, Khoa BT.
europepmc +1 more source

