Justin L. Tobias
Social Sciences · Purdue University West Lafayette
Publications
137
Citations
2,629
Est. group size
—
Recurring co-author estimate
Active years
28
Publishing since 1998
Justin L. Tobias works in econometrics, focusing on Bayesian statistical methods for analyzing economic and social science data. His work includes developing techniques for regression analysis, quantile regression, and nonparametric/semiparametric modeling, much of it consolidated in a major textbook on Bayesian econometric methods. This research supports empirical work in economics and related social sciences by providing statistical tools for estimation, prediction, and model comparison.
Publication output has been uneven over the last decade, with a large concentration of works in 2019 (likely tied to a book project) followed by sparse activity in most other years and a slight recent uptick in 2024-2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Adaptive Bayesian Nonparametric Regression via Stationary Smoothness Priors
Mathematics · 2025
- A Note on the Cowles-EM Algorithm for Bayesian Ordinal Probit Models
Research in Statistics · 2025
- Monte Carlo Experiments and a Few Observations on Bayesian Quantile Regression
Theoretical Economics Letters · 2024
- Bayesian Econometrics Methods
2021
- Index
Cambridge University Press eBooks · 2019
- Bayesian Econometric Methods
Cambridge University Press eBooks · 2019
- An Alternate Parameterization for Bayesian Nonparametric/Semiparametric Regression
2019
- The Linear Regression Model
Cambridge University Press eBooks · 2019
- Time Series Models for Volatility
Cambridge University Press eBooks · 2019
- Latent Variable Models
Cambridge University Press eBooks · 2019
- An Interview with Dale Poirier
2019
- Frequentist Properties of Bayesian Estimators
Cambridge University Press eBooks · 2019
- Bayesian Methods for Model Comparison, Selection, and Big Data
Cambridge University Press eBooks · 2019
- Basics of Random Variate Generation and Posterior Simulation
Cambridge University Press eBooks · 2019
- Asymptotic Bayes
Cambridge University Press eBooks · 2019
- Cambridge University Press eBooks×22
- Mathematics×1
- Wiley Interdisciplinary Reviews Computational Statistics×1
- Journal of Econometrics×1
- SSRN Electronic Journal×1
- Leslie Rutkowski
Social Sciences · Indiana University
- Christopher Yaluma
Social Sciences · The Ohio State University
- Anne Traynor
Social Sciences · Purdue University West Lafayette
- Christopher Lubienski
Social Sciences · Indiana University
- Douglas B. Downey
Social Sciences · The Ohio State University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile