Information about:
Justin Tobias

Other registered authors

Email:
Homepage: http://web.ics.purdue.edu/~jltobias
Postal Address:
Phone:

Affiliation

• Department of Economics
  Krannert School of Management
  Purdue University

  Location: West Lafayette, Indiana (United States)
  Homepage: http://www.krannert.purdue.edu/academics/economics/
  Email:
  Phone: 765-494-4449
  Fax: 765-494-9658
  Postal: 1310 Krannert Building, West Lafayette, IN 47907-1310
  Handle: RePEc:edi:depurus (registered authors at this institution)

Working papers

1. Herriges, Joseph A. & Kling, Catherine L. & Liu, Chih-Chen & Tobias, Justin, 2009. "What are the Consequences of Consequentiality?," Staff General Research Papers 13034, Iowa State University, Department of Economics.

2. Herriges, Joseph A. & Phaneuf, Daniel J. & Tobias, Justin, 2008. "Estimating Demand Systems when Outcomes are Correlated Count," Staff General Research Papers 12934, Iowa State University, Department of Economics.
   Published as:
   • Herriges, Joseph A. & Phaneuf, Daniel J. & Tobias, Justin L., 2008. "Estimating demand systems when outcomes are correlated counts," Journal of Econometrics, Elsevier, vol. 147(2), pages 282-298, December. [Downloadable!] (restricted)

3. Ranjan, Priya & Tobias, Justin, 2007. "Bayesian Inference in the Gravity Model," Staff General Research Papers 12721, Iowa State University, Department of Economics.

4. Ishdorj, Ariun & Jensen, Helen H. & Tobias, Justin, 2007. "Intra-Household Allocation and Consumption of WIC-Approved Foods: A Bayesian Approach," Staff General Research Papers 12833, Iowa State University, Department of Economics. [Downloadable!]
   Other versions:
   • Ariun Ishdorj & Helen H. Jensen & Justin Tobias, 2007. "Intra-Household Allocation and Consumption of WIC-Approved Foods: A Bayesian Approach," Center for Agricultural and Rural Development (CARD) Publications 07-wp452, Center for Agricultural and Rural Development (CARD) at Iowa State University. [Downloadable!]

5. Koop, Gary M & Poirier, Dale J & Tobias, Justin, 2007. "Bayesian Econometric Methods," Staff General Research Papers 12722, Iowa State University, Department of Economics.

6. Bacolod, Marigee & Tobias, Justin, 2005. "Schools, School Quality and Academic Achievement: Evidence from the Philippines," Staff General Research Papers 12249, Iowa State University, Department of Economics.

7. Li, Mingliang & Tobias, Justin, 2005. "Bayesian Analysis of Treatment Effects in an Ordered Potential Outcomes Model," Staff General Research Papers 12429, Iowa State University, Department of Economics.

8. Li, Mingliang & Tobias, Justin, 2005. "Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors," Staff General Research Papers 12246, Iowa State University, Department of Economics.
   Published as:
   • Mingliang Li & Justin Tobias, 2005. "Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 9(3), pages 1271-1271. [Downloadable!] (restricted)

9. Dale, Poirier J & Tobias, Justin, 2005. "Bayesian Econometrics," Staff General Research Papers 12428, Iowa State University, Department of Economics.

10. Tobias, Justin, 2005. "Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model," Staff General Research Papers 12480, Iowa State University, Department of Economics. [Downloadable!]

11. Li, Mingliang & Tobias, Justin, 2005. "Calculus Attainment and Grades Received in Intermediate Economic Theory," Staff General Research Papers 12292, Iowa State University, Department of Economics.

12. Li, Mingliang & Tobias, Justin, 2005. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Staff General Research Papers 12247, Iowa State University, Department of Economics.
    Published as:
    • Mingliang Li & Justin Tobias, 2006. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 10(4), pages 1363-1363. [Downloadable!] (restricted)

13. Li, Mingliang & Tobias, Justin, 2004. "Returns to Schooling and Bayesian Model Averaging: A Union of Two Literatures," Staff General Research Papers 12011, Iowa State University, Department of Economics.
    Published as:
    • Justin L. Tobias & Mingliang Li, 2004. "Returns to Schooling and Bayesian Model Averaging: A Union of Two Literatures," Journal of Economic Surveys, Blackwell Publishing, vol. 18(2), pages 153-180, 04. [Downloadable!] (restricted)

14. Heckman, J J & Tobias, Justin & Vytlacil, Ed, 2004. "Four Parameters of Interest in the Evaluation of Social Programs," Staff General Research Papers 12022, Iowa State University, Department of Economics.
    Published as:
    • James Heckman & Justin L. Tobias & Edward Vytlacil, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Southern Economic Journal, Southern Economic Association, vol. 68(2), pages 210-223, October.

15. Tobias, Justin, 2004. "The Effects of Cognitive Ability and High School Quality on College Entry Decisions: Nonparametric Estimation of Parameters of Interest," Staff General Research Papers 12017, Iowa State University, Department of Economics.

16. Koop, Gary & Poirier, Dale J & Tobias, Justin, 2004. "Semiparametric Bayesian Inference in Multiple Equation Models," Staff General Research Papers 12009, Iowa State University, Department of Economics.
    Published as:
    • Dale J. Poirier & Gary Koop & Justin Tobias, 2005. "Semiparametric Bayesian inference in multiple equation models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(6), pages 723-747. [Downloadable!]

17. Tobias, Justin, 2004. "Forecasting Output Growth Rates and Median Output Growth Rates: A Hierarchical Bayesian Approach," Staff General Research Papers 12023, Iowa State University, Department of Economics.
    Published as:
    • Tobias, Justin L, 2001. "Forecasting Output Growth Rates and Median Output Growth Rates: A Hierarchical Bayesian Approach," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 20(5), pages 297-314, August.

18. DiNardo, John & Tobias, Justin, 2004. "Nonparametric Density and Regression Estimation," Staff General Research Papers 12020, Iowa State University, Department of Economics.
    Published as:
    • John DiNardo & Justin L. Tobias, 2001. "Nonparametric Density and Regression Estimation," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 11-28, Fall. [Downloadable!] (restricted)

19. Tobias, Justin, 2004. "Model Uncertainty and Race and Gender Heterogeneity in the College Entry Decision," Staff General Research Papers 12019, Iowa State University, Department of Economics.
    Published as:
    • Tobias, Justin L., 2002. "Model uncertainty and race and gender heterogeneity in the college entry decision," Economics of Education Review, Elsevier, vol. 21(3), pages 211-219, June. [Downloadable!] (restricted)

20. Li, Mingliang & Poirier, Dale J & Tobias, Justin, 2004. "Do Dropouts Suffer from Dropping Out? Estimation and Prediction of Outcome Gains in Generalized Selection Models," Staff General Research Papers 12013, Iowa State University, Department of Economics.
    Published as:
    • Mingliang Li & Dale J. Poirier & Justin L. Tobias, 2004. "Do dropouts suffer from dropping out? Estimation and prediction of outcome gains in generalized selection models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 203-225. [Downloadable!]

21. Koop, Gary & Tobias, Justin, 2004. "Semiparametric Bayesian Inference in Smooth Coefficient Models," Staff General Research Papers 12202, Iowa State University, Department of Economics.
    Other versions:
    • Gary Koop & Justin Tobias, 2003. "Semiparametric Bayesian inference in smooth coefficient models," Discussion Papers in Economics 04/18, Department of Economics, University of Leicester. [Downloadable!]
    
    Published as:
    • Koop, Gary & Tobias, Justin L., 2006. "Semiparametric Bayesian inference in smooth coefficient models," Journal of Econometrics, Elsevier, vol. 134(1), pages 283-315, September. [Downloadable!] (restricted)

22. Tobias, Justin, 2004. "Assessing Assessments of School Performance: The Case of California," Staff General Research Papers 12010, Iowa State University, Department of Economics.
    Published as:
    • Tobias J.L., 2004. "Assessing Assessments of School Performance: The Case of California," The American Statistician, American Statistical Association, vol. 58, pages 55-63, February. [Downloadable!] (restricted)

23. Heckman, J J & Tobias, Justin & Vytlacil, E, 2004. "Simple Estimators for Treatment Parameters in a Latent Variable Framework," Staff General Research Papers 12012, Iowa State University, Department of Economics.
    Published as:
    • James Heckman & Justin L. Tobias & Edward Vytlacil, 2003. "Simple Estimators for Treatment Parameters in a Latent-Variable Framework," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 748-755, 06. [Downloadable!] (restricted)

24. Tobias, Justin, 2004. "Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationships," Staff General Research Papers 12016, Iowa State University, Department of Economics.
    Other versions:
    • Tobias, J.L., 2000. "Are Return to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationship," Papers 00-01-12, California Irvine - School of Social Sciences.

25. Tobias, Justin & Zellner, Arnold, 2004. "A Note on Aggregation, Disaggregation and Forecasting Performance," Staff General Research Papers 12024, Iowa State University, Department of Economics.
    Other versions:
    • Zellner, Arnold & Tobias, Justin, 2005. "A Note on Aggregation, Disaggregation and Forecasting Performance," Staff General Research Papers 12371, Iowa State University, Department of Economics.
    • Zellner, Arnold & Tobias, Justin, 1998. "A note on aggregation, disaggregation and forecasting performance," CUDARE Working Paper Series 869, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.

26. Koop, Gary & Tobias, Justin, 2004. "Learning about Heterogeneity in Returns to Schooling," Staff General Research Papers 12008, Iowa State University, Department of Economics.

27. Tobias, Justin & Zellner, Arnold, 2004. "Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model," Staff General Research Papers 12021, Iowa State University, Department of Economics.
    Other versions:
    • Tobias, Justin & Zellner, Arnold, 1998. "Further results on Bayesian method of moments analysis of the multiple regression model," CUDARE Working Paper Series 833, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
    
    Published as:
    • Zellner, Arnold & Tobias, Justin, 2001. "Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(1), pages 121-40, February.

28. Tobias, Justin & Li, Mingliang, 2004. "A Finite Sample Hierarchical Analysis of Wage Variation Across Public High Schools: Evidence from the NLSY and High School and Beyond," Staff General Research Papers 12015, Iowa State University, Department of Economics.

29. Li, Mingliang & Tobias, Justin, 2004. "A Semiparametric Investigation of the School Quality-Earnings Relationship," Staff General Research Papers 12018, Iowa State University, Department of Economics.

30. Gary Koop & Dale Poirier & Justin Tobias, 2003. "Bayesian Semiparametric Inference in Multiple Equation Models," Discussion Papers in Economics 04/17, Department of Economics, University of Leicester. [Downloadable!]

31. Poirier, D.J. & Tobias, L., 2001. "Across-Regime Covariance Restrictions in Treatment Response Models," Papers 00-01-29, California Irvine - School of Social Sciences.

32. Poirier, D.J. & Tobias, J.L., 2001. "On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter," Papers 00-01-30, California Irvine - School of Social Sciences.
    Other versions:
    • Poirier, Dale J & Tobias, Justin, 2004. "On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter," Staff General Research Papers 12014, Iowa State University, Department of Economics.
    
    Published as:
    • Poirier, Dale J & Tobias, Justin L, 2003. "On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 258-68, April.

33. James J. Heckman & Justin L. Tobias & Edward Vytlacil, 2000. "Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling," NBER Working Papers 7950, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)

34. Tobias, J.L., 1999. "Forecasting Output Growth Rates and Median Output Growth Rates Using the Gibbs Samples," Papers 99-00-09, California Irvine - School of Social Sciences.

35. Zellner, Arnold & Tobias, Justin & Ryu, Hang K., 1998. "Bayesian method of moments (BMOM) analysis of parametric and semiparametric regression models," CUDARE Working Paper Series 834, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.

1. Bacolod, Marigee P. & Tobias, Justin L., 2006. "Schools, school quality and achievement growth: Evidence from the Philippines," Economics of Education Review, Elsevier, vol. 25(6), pages 619-632, December. [Downloadable!] (restricted)

2. Mingliang Li & Justin Tobias, 2006. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 10(4), pages 1363-1363. [Downloadable!] (restricted)
   Other versions:
   • Li, Mingliang & Tobias, Justin, 2005. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Staff General Research Papers 12247, Iowa State University, Department of Economics.

3. Koop, Gary & Tobias, Justin L., 2006. "Semiparametric Bayesian inference in smooth coefficient models," Journal of Econometrics, Elsevier, vol. 134(1), pages 283-315, September. [Downloadable!] (restricted)
   Other versions:
   • Gary Koop & Justin Tobias, 2003. "Semiparametric Bayesian inference in smooth coefficient models," Discussion Papers in Economics 04/18, Department of Economics, University of Leicester. [Downloadable!]
   • Koop, Gary & Tobias, Justin, 2004. "Semiparametric Bayesian Inference in Smooth Coefficient Models," Staff General Research Papers 12202, Iowa State University, Department of Economics.

4. Dale J. Poirier & Gary Koop & Justin Tobias, 2005. "Semiparametric Bayesian inference in multiple equation models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(6), pages 723-747. [Downloadable!]
   Other versions:
   • Koop, Gary & Poirier, Dale J & Tobias, Justin, 2004. "Semiparametric Bayesian Inference in Multiple Equation Models," Staff General Research Papers 12009, Iowa State University, Department of Economics.

5. Mingliang Li & Justin Tobias, 2005. "Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors," Studies in Nonlinear Dynamics & Econometrics, Berkeley Electronic Press, vol. 9(3), pages 1271-1271. [Downloadable!] (restricted)
   Other versions:
   • Li, Mingliang & Tobias, Justin, 2005. "Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors," Staff General Research Papers 12246, Iowa State University, Department of Economics.

6. Tobias J.L., 2004. "Assessing Assessments of School Performance: The Case of California," The American Statistician, American Statistical Association, vol. 58, pages 55-63, February. [Downloadable!] (restricted)
   Other versions:
   • Tobias, Justin, 2004. "Assessing Assessments of School Performance: The Case of California," Staff General Research Papers 12010, Iowa State University, Department of Economics.

7. Mingliang Li & Dale J. Poirier & Justin L. Tobias, 2004. "Do dropouts suffer from dropping out? Estimation and prediction of outcome gains in generalized selection models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 203-225. [Downloadable!]
   Other versions:
   • Li, Mingliang & Poirier, Dale J & Tobias, Justin, 2004. "Do Dropouts Suffer from Dropping Out? Estimation and Prediction of Outcome Gains in Generalized Selection Models," Staff General Research Papers 12013, Iowa State University, Department of Economics.

8. Justin L. Tobias & Mingliang Li, 2004. "Returns to Schooling and Bayesian Model Averaging: A Union of Two Literatures," Journal of Economic Surveys, Blackwell Publishing, vol. 18(2), pages 153-180, 04. [Downloadable!] (restricted)
   Other versions:
   • Li, Mingliang & Tobias, Justin, 2004. "Returns to Schooling and Bayesian Model Averaging: A Union of Two Literatures," Staff General Research Papers 12011, Iowa State University, Department of Economics.

9. Poirier, Dale J & Tobias, Justin L, 2003. "On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 258-68, April.
   Other versions:
   • Poirier, D.J. & Tobias, J.L., 2001. "On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter," Papers 00-01-30, California Irvine - School of Social Sciences.
   • Poirier, Dale J & Tobias, Justin, 2004. "On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter," Staff General Research Papers 12014, Iowa State University, Department of Economics.

10. Tobias, Justin L., 2002. "Model uncertainty and race and gender heterogeneity in the college entry decision," Economics of Education Review, Elsevier, vol. 21(3), pages 211-219, June. [Downloadable!] (restricted)
    Other versions:
    • Tobias, Justin, 2004. "Model Uncertainty and Race and Gender Heterogeneity in the College Entry Decision," Staff General Research Papers 12019, Iowa State University, Department of Economics.

11. Tobias, Justin L, 2001. "Forecasting Output Growth Rates and Median Output Growth Rates: A Hierarchical Bayesian Approach," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 20(5), pages 297-314, August.
    Other versions:
    • Tobias, Justin, 2004. "Forecasting Output Growth Rates and Median Output Growth Rates: A Hierarchical Bayesian Approach," Staff General Research Papers 12023, Iowa State University, Department of Economics.

12. Zellner, Arnold & Tobias, Justin, 2001. "Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(1), pages 121-40, February.
    Other versions:
    • Tobias, Justin & Zellner, Arnold, 1998. "Further results on Bayesian method of moments analysis of the multiple regression model," CUDARE Working Paper Series 833, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
    • Tobias, Justin & Zellner, Arnold, 2004. "Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model," Staff General Research Papers 12021, Iowa State University, Department of Economics.

13. John DiNardo & Justin L. Tobias, 2001. "Nonparametric Density and Regression Estimation," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 11-28, Fall. [Downloadable!] (restricted)
    Other versions:
    • DiNardo, John & Tobias, Justin, 2004. "Nonparametric Density and Regression Estimation," Staff General Research Papers 12020, Iowa State University, Department of Economics.

1. NEP-DCM: Discrete Choice Models (1) 2005-02-13
2. NEP-ECM: Econometrics (4) 2004-06-10 2004-06-10 2005-02-13 2007-03-31 Author is listed
3. NEP-ENV: Environmental Economics (1) 2004-01-25
4. NEP-LAB: Labour Economics (1) 2005-02-20
5. NEP-SEA: South East Asia (1) 2005-02-20
6. NEP-URE: Urban & Real Estate Economics (2) 2005-02-13 2005-02-20 Author is listed

This page was last updated on 2009-7-1.