Some guidance for the choice of priors for Bayesian structural models in economic experiments

Abstract Bayesian estimates from experimental data can be influenced by highly diffuse or “uninformative” priors. This paper gives examples of how diffuse priors can affect estimates, and discusses how practitioners can use their expertise to critique and select a prior. 1

Authors

Institutions

Publication Details

Journal
Journal of the Economic Science Association
Published
2025-01-01
DOI
https://doi.org/10.1017/esa.2025.6
Citations
1
Primary Topic
Decision-Making and Behavioral Economics
Type
article
Field-Weighted Citation Impact
2.27
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Some guidance for the choice of priors for Bayesian structural models in economic experiments

James R. Bland
1 citations
Journal of the Economic Science Association
Decision-Making and Behavioral Economics
2.27
article

Some guidance for the choice of priors for Bayesian structural models in economic experiments

James R. Bland
article en
1 citations

Abstract

Abstract Bayesian estimates from experimental data can be influenced by highly diffuse or “uninformative” priors. This paper gives examples of how diffuse priors can affect estimates, and discusses how practitioners can use their expertise to critique and select a prior. 1

Journal of the Economic Science AssociationVol. 11(1)
University of Toledo (US)
Openalex Percentile: Top 12%
Decision-Making and Behavioral Economics
2.27
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Some guidance for the choice of priors for Bayesian structural models in economic experiments — James R. Bland · Journal of the Economic Science Association (2025) | TGRS Research Map | TGRS