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Publications


Forthcoming Publications

  • B. Abidoye, J. Herriges and J.L. Tobias Controlling for Observed and Unobserved Site Characteristics in RUM Models of Recreation Demand. American Journal of Agricultural Economics,
  • Kline, B. and J.L. Tobias Explaining Trends in Body Mass Index Using Demographic Counterfactuals. Econometric Reviews,
  • Li, M., Mumford, K. and J.L. Tobias Bayesian Analysis of Payday Loans and their Regulation. Journal of Econometrics,
  • Li, Mingliang and Tobias, J.L. Bayesian Inference in a Correlated Random Coefficients Model: Modeling Causal Effect Heterogeneity with and Application to Heterogeneous Returns to Schooling. Journal of Econometrics,
  • Li. M. & Tobias, J. Bayesian methods in microeconometrics. Handbook of Bayesian Econometrics,
  • Lopes, H. and Tobias, J. Confronting Prior Convictions: On issues of prior sensitivity and likelihood robustness in Bayesian Analysis. Annual Review of Economics,

Journal Articles

  • Tobias, J. (2010). Volitility in Agribusiness Oriented Asset Markets: Peeking Through a Bayesian Window. American Journal of Agricultural Economics,
  • Tobias, J.L., C. Kling, C-C/ Liu, J. Herriges (2010). What are the Consequences of Consequentiality?. Journal of Environmental Economics and Management,
  • Tobias, J.L. and B. Kline (2008). The Wages of BMI: Bayesian Analysis of a Skewed Treatment Response Model with Nonparametric Endogeneity.. Journal of Applied Econometrics,
  • Tobias, J.L., J. Herriges and D. Phaneuf (2008). Estimating Demand Systems When Outcomes are Correlated Counts. Journal of Econometrics,
  • Ranjan, P. and Tobias, J.L. (2007). Bayesian Inference for the Gravity Model. Journal of Applied Econometrics,
  • Li, M. and Tobias, J.L. (2006). Calculus Attainment and Grades Received in Intermediate Economic Theory. Journal of Applied Econometrics,
  • Koop, G. and J.L. Tobias (2006). Semiparametric Bayesian Inference in Smooth Coefficient Models. Journal of Econometrics,
  • J.L. Tobias (2006). Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model. Econometric Reviews,
  • Li, M. and J.L. Tobias (2006). Bayesian Analysis of Structural Effects in an Ordered Equation System. Studies in Nonlinear Dynamics and Econometrics,
  • Koop, G., Poirier, D.J. and J.L. Tobias (2005). Semiparametric Bayesian Inference in Multiple Equations Models. Journal of Applied Econometrics,
  • Tobias, J.L. and M. Li (2005). Bayesian Modeling of Schools Effects Using Hierarchical Models with Smoothing Priors. Studies in Nonlinear Dynamics and Econometrics,
  • Tobias, J.L. (2004). Assessing Assessments of School Performance: The Case of California. The American Statistician,
  • Koop, G. and Tobias, J.L. (2004). Learning About Heterogeneity in Returns to Schooling. Journal of Applied Econometrics,
  • Tobias, J.L. (2003). Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationships. Oxford Bulletin of Economics and Statistics,
  • Li, M., Poirier, D.J. and J.L. Tobias (2003). Do Dropouts Suffer From Dropping Out? Estimation and Prediction of Outcome Gains in Generalized Selection Models. Journal of Applied Econometrics,
  • Li, M. and Tobias, J.L. (2003). A Finite Sample Hierarchical Analysis of Wage Variation Across Public High Schools: Evidence From the NLSY and High School and Beyond. Journal of Applied Econometrics,
  • Heckman, J.J., Vytlacil, E. and Tobias, J.L. (2003). Simple Estimators for Treatment Parameters in a Latent Variable Framework. Review of Economics and Statistics,
  • Poirier, D.J. and J.L. Tobias (2003). On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter. Journal of Business and Economic Statitics,
  • J.L. Tobias (2002). Model Uncertainty and Race and Gender Heterogeneity in the College Entry Decision. Economics of Education Review,
  • Tobias, J. L. and Zellner, A. (2001). Aggregation, Disaggregation and Forecasting Performance. Journal of Forecasting,
  • Tobias, J.L. and Zellner, A. (2001). Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model. International Economic Review,
  • J.L. Tobias (2001). Forecasting Output Growth Rates and Median Output Growth Rates: A Hierarchical Bayesian Approach. Journal of Forecasting,
  • Heckman, J., Vytlacil, E. and J.L. Tobias (2001). Four Parameters of Interest in the Evaluation of Social Programs. Southern Economic Journal,
  • DiNardo, J. and Tobias, J.L. (2001). Nonparametric Density and Regression Estimation. Journal of Economic Perspectives,

Books

  • Koop, G., Poirier, D.J. and Tobias, J.L. (2007). Bayesian Econometric Methods. Cambridge University Press,

Book Chapters

  • D.J. Poirier and J.L. Tobias (2006). Bayesian Econometrics. Palgrave Handbook of Econometrics, Volume 1: Econometric Theory,