Related Experiment Video
Updated: Mar 2, 2026

A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments
Published on: March 1, 2022
On the likelihood of single-peaked preferences
Marie-Louise Lackner1, Martin Lackner2
1Institute of Discrete Mathematics and Geometry, TU Wien, Vienna, Austria.
Abstract:
This paper contains an extensive combinatorial analysis of the single-peaked domain restriction and investigates the likelihood that an election is single-peaked. We provide a very general upper bound result for domain restrictions that can be defined by certain forbidden configurations. This upper bound implies that many domain restrictions (including the single-peaked restriction) are very unlikely to appear in a random election chosen according to the Impartial Culture assumption. For single-peaked elections, this upper bound can be refined and complemented by a lower bound that is asymptotically tight. In addition, we provide exact results for elections with few voters or candidates. Moreover, we consider the Pólya urn model and the Mallows model and obtain lower bounds showing that single-peakedness is considerably more likely to appear for certain parameterizations.
Related Concept Videos
Desirable Characteristics in Others
Interpreting ¹H NMR Signal Splitting: The (n + 1) Rule
Natural Selection and Mating Preferences
Females, due to their biological roles in conception, pregnancy, and nursing,...
Probability Laws
Testing a Claim about Population Proportion
There are two methods of testing a claim about a population proportion: (1) Using the sample proportion from the data where a binomial distribution is approximated to the normal distribution and (2) Using the binomial probabilities calculated from the data.
The first method uses normal distribution as an approximation to the binomial distribution. The requirements are as follows: sample size is large...
Expected Frequencies in Goodness-of-Fit Tests

