The Economics of Lossy Compression

Alternative Energy Systems (Tunisia)

Indexed indatacite

Abstract

The price system is a lossy codec. It compresses the high-dimensional judgments of economic agents into scalar signals, destroying information in the process. This paper formalizes the claim by applying rate-distortion theory to price formation within a multivariate Gaussian framework. The main result: the excess distortion - the gap between the price system's actual distortion and the information-theoretic minimum at the same compression rate - is strictly positive whenever the price is informative enough for the optimal codec to reach the constraint dimensions, strictly increasing in constraint-dimension variance, and convergent to the total constraint variance in the limit of perfect market efficiency. The…

Citation impact

8
total citations
FWCI
Percentile
References
0
Too recent for citation history.

Authors

1

Topics & keywords

Keywords
  • Lossy compression
  • Distortion (music)
  • Constraint (computer-aided design)
  • Unification
  • Rate–distortion theory
  • Rational expectations
  • Scalar (mathematics)
  • Quadratic equation
No related works found for this paper.