# A rational measure of irrationality

**Authors:** Davide Carpentiere, Alfio Giarlotta, Stephen Watson

arXiv: 2302.13656 · 2023-03-02

## TL;DR

This paper introduces a systematic way to classify and measure the degree of irrationality in deterministic choice behaviors by defining a metric-based distance from rational benchmarks, including stochastic models.

## Contribution

It proposes a novel metric for quantifying deviations from rational choice and extends this to stochastic irrationality using the random utility model as a benchmark.

## Key findings

- Classifies all deterministic choice behaviors by their irrationality degree.
- Introduces a metric to measure deviations from rationality.
- Defines a stochastic irrationality measure using Block-Marschak polynomials.

## Abstract

All possible types of deterministic choice behavior are classified by their degree of irrationality. This classification is performed in three steps: (1) select a benchmark of rationality, for which this degree is zero; (2) endow the set of choices with a metric to measure deviations from rationality; and (3) compute the distance of any choice behavior from the selected benchmark. The natural candidate for step 1 is the family of all rationalizable behaviors. A possible candidate for step 2 is a suitable variation of the metric described by Klamler (2008), which displays a sharp discerning power among different types of choice behaviors. In step 3 we use this new metric to establish the minimum distance of any choice behavior from the benchmark of rationality. Finally we describe a measure of stochastic irrationality, which employs the random utility model as a benchmark of rationality, and the Block-Marschak polynomials to measure deviations from it.

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## References

41 references — full list in the complete paper: https://tomesphere.com/paper/2302.13656/full.md

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Source: https://tomesphere.com/paper/2302.13656