Friday, 21 February 2025

Ellsberg Paradox

The Ellsberg Paradox, introduced by economist Daniel Ellsberg in 1961 who proposed it in his paper "Risk, ambiguity and the savage axioms", challenges the traditional notions of decision-making under uncertainty as proposed by Expected Utility Theory. The paradox highlights a psychological bias in human behavior known as ambiguity aversion, where individuals prefer known risks over unknown risks, even when the expected outcomes are identical. Ellsberg demonstrated this through a thought experiment involving two urns filled with colored balls. In one urn, participants know the exact ratio of red and black balls (e.g., 50 red and 50 black), while in the second urn, the ratio is unknown. When asked to bet on drawing a red ball, most people choose the urn with a known ratio, despite both urns having the same chances of success. This behavior illustrates that people are uncomfortable making decisions when probabilities are ambiguous.

The paradox reveals a key deviation from the subjective expected utility model, which assumes that rational individuals will assign probabilities to uncertain outcomes and choose the option with the highest expected utility. However, Ellsberg’s findings suggest that individuals treat uncertainty and ambiguity differently, often favoring situations where risks are quantifiable. This challenges the classical economic assumption that decision-makers are purely rational. Instead, it highlights that people tend to overvalue known probabilities and undervalue ambiguous scenarios due to the discomfort of facing the unknown.

Ellsberg’s paradox has profound implications in fields such as economics, finance, and behavioral psychology. It explains why investors often prefer familiar assets over unfamiliar ones, even if the unfamiliar assets have potentially higher returns. It also sheds light on risk management strategies and the behavior of individuals during uncertain situations, such as during financial crises or public health emergencies. Furthermore, the paradox has influenced the development of alternative decision-making models, such as Prospect Theory and Ambiguity-Adjusted Utility Models, which account for human preferences in ambiguous situations. Overall, the Ellsberg Paradox underscores the complexity of human decision-making and the need to account for psychological biases in understanding economic behavior.


Fata Morgana

Fata Morgana is a complex and fascinating optical phenomenon that falls under the category of a superior mirage. Named after the enchantres...