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Different voters behave differently, different governments make different decisions, or different organizations are ruled differently. Many research questions important to political scientists concern choice behavior, which involves dealing…

统计方法学 · 统计学 2020-11-06 Gerhard Tutz , Ingrid Mauerer

We investigate the dynamics of the majority-rule opinion formation model when voters experience differential latencies. With this extension, voters that just adopted an opinion go into a latent state during which they are excluded from the…

物理与社会 · 物理学 2015-03-17 Alexander Scheidler

Can stated preferences inform counterfactual analyses of actual choice? This research proposes a novel approach to researchers who have access to both stated choices in hypothetical scenarios and actual choices, matched or unmatched. The…

计量经济学 · 经济学 2025-11-18 Romuald Meango , Marc Henry , Ismael Mourifie

Large Language Models (LLMs) are a transformational technology, fundamentally changing how people obtain information and interact with the world. As people become increasingly reliant on them for an enormous variety of tasks, a body of…

计算机与社会 · 计算机科学 2025-05-08 Nouar Aldahoul , Hazem Ibrahim , Matteo Varvello , Aaron Kaufman , Talal Rahwan , Yasir Zaki

Large language models (LLMs) are increasingly deployed in decision-support systems for high-stakes domains such as hiring and university admissions, where choices often involve selecting among competing alternatives. While prior work has…

人工智能 · 计算机科学 2026-04-15 Haonan Yin , Shai Vardi , Vidyanand Choudhary

Research has shown that people recognize and select leaders based on their facial appearance. However, considering the correlation between the performance of leaders and their facial traits, empirical findings are mixed. This paper adds to…

社会与信息网络 · 计算机科学 2021-10-05 Rahul Goel , Tymofii Brik , Rajesh Sharma

Large Language Models (LLMs) have demonstrated remarkable capabilities in executing tasks based on natural language queries. However, these models, trained on curated datasets, inherently embody biases ranging from racial to national and…

计算与语言 · 计算机科学 2024-07-29 Lynnette Hui Xian Ng , Iain Cruickshank , Roy Ka-Wei Lee

Climate policy and legislation has a significant influence on both domestic and global responses to the pressing environmental challenges of our time. The effectiveness of such climate legislation is closely tied to the complex dynamics…

物理与社会 · 物理学 2025-05-16 Andrew Jacoby , Samiran Ghosh , Malay Banerjee , Aditi Ghosh , Padmanabhan Seshaiyer

Many democratic countries use district-based elections where there is a "seat" for each district in the governing body. In each district, the party whose candidate gets the maximum number of votes wins the corresponding seat. The result of…

应用统计 · 统计学 2020-06-23 Adway Mitra

Voting rules based on evaluation inputs rather than preference orders have been recently proposed, like majority judgement, range voting or approval voting. Traditionally, probabilistic analysis of voting rules supposes the use of…

人工智能 · 计算机科学 2021-04-19 Antoine Rolland , Jean-Baptiste Aubin , Irène Gannaz , Samuela Leoni

We study a model of electoral accountability and selection whereby heterogeneous voters aggregate incumbent politician's performance data into personalized signals through paying limited attention. Extreme voters' signals exhibit an…

理论经济学 · 经济学 2023-04-05 Anqi Li , Lin Hu

The presence or absence of winner-loser effects is a widely discussed phenomenon across both sports and psychology research. Investigation of such effects is often hampered by the limited availability of data. Online chess has exploded in…

应用统计 · 统计学 2025-08-12 Adam Gee , Sydney O. Seese , James P. Curley , Owen G. Ward

Given only aggregate choice data and limited information about how menus are distributed across the population, we describe what can be inferred robustly about the distribution of preferences (or more general decision rules). We strengthen…

理论经济学 · 经济学 2024-05-16 Larry G Epstein , Kaushil Patel

We study the formation of public opinion in a poll process where the current score is open to public. The voters are assumed to vote probabilistically for or against their own preference considering the group opinion collected up to then in…

物理与社会 · 物理学 2018-05-23 Hyun Keun Lee , Yong Woon Kim

The influence of zealots on the noisy voter model is studied theoretically and numerically at the mean-field level. The noisy voter model is a modification of the voter model that includes a second mechanism for transitions between states:…

物理与社会 · 物理学 2018-01-31 Nagi Khalil , Maxi San Miguel , Raul Toral

In this manuscript, we analyze the interaction network on Twitter among members of the 117th U.S. Congress to assess the visibility of political leaders and explore how systemic properties and node attributes influence the formation of…

应用统计 · 统计学 2024-09-17 Carolina Luque , Juan Sosa

We state the problem of inverse reinforcement learning in terms of preference elicitation, resulting in a principled (Bayesian) statistical formulation. This generalises previous work on Bayesian inverse reinforcement learning and allows us…

机器学习 · 统计学 2011-06-30 Constantin Rothkopf , Christos Dimitrakakis

Several measures of partisan bias are reviewed for single member districts with two dominant parties. These include variants of the simple bias that considers only deviation of seats from 50% at statewide 50% vote. Also included are…

物理与社会 · 物理学 2020-06-26 John F. Nagle

Large language models (LLMs) are increasingly used to simulate social behaviour, yet their political biases and interaction dynamics in debates remain underexplored. We investigate how LLM type and agent gender attributes influence…

人工智能 · 计算机科学 2025-06-16 Aishwarya Bandaru , Fabian Bindley , Trevor Bluth , Nandini Chavda , Baixu Chen , Ethan Law

We investigate a voting scenario with two groups of agents whose preferences depend on a ground truth that cannot be directly observed. The majority's preferences align with the ground truth, while the minorities disagree. Focusing on…

计算机科学与博弈论 · 计算机科学 2025-05-16 Qishen Han , Grant Schoenebeck , Biaoshuai Tao , Lirong Xia