Asset Pricing Model in Markets of Imperfect Information and Subjective Views
Hafid Lalioui, Amine Ben Amar, Makram Bellalah

TL;DR
This paper develops a closed-form asset pricing model incorporating informational imperfections and subjective investor views, extending Merton's framework to better reflect real market conditions.
Contribution
It introduces a new equilibrium formula that accounts for incomplete information and subjective views, deriving the market portfolio and excess returns under these conditions.
Findings
Derived a non-linear system for market portfolio composition.
Formulated a reference model for excess returns with random shadow-costs.
Integrated investor views and shadow-costs into a multivariate distribution of returns.
Abstract
We provide closed-form market equilibrium formula consolidating informational imperfections and investors beliefs. Based on Merton's model, we characterize the equilibrium expected excess returns vector with incomplete information. We then derive the corresponding market portfolio as the solution to a non-linear system of equations and analyze the sensitivities of extra excess returns to shadow-costs and market weights. We derive the market reference model for excess returns under random shadow-costs. The conditional posterior distribution of excess returns integrates the pick-matrix and pick-vector of views and the vector of shadow-costs into a multivariate distribution with mean and covariance dependent on the reference model.
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Taxonomy
TopicsComplex Systems and Time Series Analysis · Stochastic processes and financial applications · Economic theories and models
