IDEAS home Printed from https://ideas.repec.org/e/pto30.html
   My authors  Follow this author

Justin Tobias

Personal Details

First Name:Justin
Middle Name:
Last Name:Tobias
Suffix:
RePEc Short-ID:pto30
http://web.ics.purdue.edu/~jltobias
Terminal Degree:1999 Department of Economics; University of Chicago (from RePEc Genealogy)

Affiliation

Department of Economics
Krannert School of Management
Purdue University

West Lafayette, Indiana (United States)
http://www.krannert.purdue.edu/academics/economics/

765-494-4449
765-494-9658
1310 Krannert Building, West Lafayette, IN 47907-1310
RePEc:edi:depurus (more details at EDIRC)

Research output

as
Jump to: Working papers Articles Books

Working papers

  1. Joshua C.C. Chan & Justin L. Tobias, 2012. "Priors and Posterior Computation in Linear Endogenous Variable Models with Imperfect Instruments," ANU Working Papers in Economics and Econometrics 2012-580, Australian National University, College of Business and Economics, School of Economics.
  2. Abidoye, Babatunde & Herriges, Joseph A. & Tobias, Justin, 2010. "Controlling for Observed and Unobserved Site Characteristics in Rum Models of Recreation Demand," Staff General Research Papers Archive 31559, Iowa State University, Department of Economics.
  3. Herriges, Joseph A. & Kling, Catherine L. & Liu, Chih-Chen & Tobias, Justin, 2009. "What Are the Consequences of Consequentiality?," Staff General Research Papers Archive 13034, Iowa State University, Department of Economics.
  4. Li, Mingliang & Tobias, Justin, 2008. "Bayesian Analysis of Treatment Effects in an Ordered Potential Outcomes Model," Staff General Research Papers Archive 12429, Iowa State University, Department of Economics.
  5. Herriges, Joseph A. & Phaneuf, Daniel J. & Tobias, Justin, 2008. "Estimating Demand Systems when Outcomes Are Correlated Count," Staff General Research Papers Archive 12934, Iowa State University, Department of Economics.
  6. Koop, Gary M & Poirier, Dale J & Tobias, Justin, 2007. "Bayesian Econometric Methods," Staff General Research Papers Archive 12722, Iowa State University, Department of Economics.
  7. Ishdorj, Ariun & Jensen, Helen H. & Tobias, Justin, 2007. "Intra-Household Allocation and Consumption of WIC-Approved Foods: A Bayesian Approach," Staff General Research Papers Archive 12833, Iowa State University, Department of Economics.
  8. Ranjan, Priya & Tobias, Justin, 2007. "Bayesian Inference in the Gravity Model," Staff General Research Papers Archive 12721, Iowa State University, Department of Economics.
  9. Tobias, Justin, 2006. "Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model," Staff General Research Papers Archive 12480, Iowa State University, Department of Economics.
  10. Li, Mingliang & Tobias, Justin, 2006. "Calculus Attainment and Grades Received in Intermediate Economic Theory," Staff General Research Papers Archive 12292, Iowa State University, Department of Economics.
  11. Dale, Poirier J & Tobias, Justin, 2006. "Bayesian Econometrics," Staff General Research Papers Archive 12428, Iowa State University, Department of Economics.
  12. Koop, Gary M & Tobias, Justin, 2006. "Semiparametric Bayesian Inference in Smooth Coefficient Models," Staff General Research Papers Archive 12202, Iowa State University, Department of Economics.
  13. Li, Mingliang & Tobias, Justin, 2005. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Staff General Research Papers Archive 12247, Iowa State University, Department of Economics.
  14. Bacolod, Marigee & Tobias, Justin, 2005. "Schools, School Quality and Academic Achievement: Evidence from the Philippines," Staff General Research Papers Archive 12249, Iowa State University, Department of Economics.
  15. Koop, Gary M & Poirier, Dale J & Tobias, Justin, 2005. "Semiparametric Bayesian Inference in Multiple Equation Models," Staff General Research Papers Archive 12009, Iowa State University, Department of Economics.
  16. Li, Mingliang & Tobias, Justin, 2005. "Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors," Staff General Research Papers Archive 12246, Iowa State University, Department of Economics.
  17. Li, Mingliang & Tobias, Justin, 2004. "Returns to Schooling and Bayesian Model Averaging: A Union of Two Literatures," Staff General Research Papers Archive 12011, Iowa State University, Department of Economics.
  18. Tobias, Justin, 2004. "Assessing Assessments of School Performance: The Case of California," Staff General Research Papers Archive 12010, Iowa State University, Department of Economics.
  19. Koop, Gary M & Tobias, Justin, 2004. "Learning About Heterogeneity in Returns to Schooling," Staff General Research Papers Archive 12008, Iowa State University, Department of Economics.
  20. Tobias, Justin & Li, Mingliang, 2003. "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 Archive 12015, Iowa State University, Department of Economics.
  21. Gary Koop & Dale Poirier & Justin Tobias, 2003. "Bayesian Semiparametric Inference in Multiple Equation Models," Discussion Papers in Economics 04/17, Division of Economics, School of Business, University of Leicester.
  22. Li, Mingliang & Tobias, Justin, 2003. "A Semiparametric Investigation of the School Quality-Earnings Relationship," Staff General Research Papers Archive 12018, Iowa State University, Department of Economics.
  23. Li, Mingliang & Poirier, Dale J & Tobias, Justin, 2003. "Do Dropouts Suffer from Dropping Out? Estimation and Prediction of Outcome Gains in Generalized Selection Models," Staff General Research Papers Archive 12013, Iowa State University, Department of Economics.
  24. Tobias, Justin, 2003. "The Effects of Cognitive Ability and High School Quality on College Entry Decisions: Nonparametric Estimation of Parameters of Interest," Staff General Research Papers Archive 12017, Iowa State University, Department of Economics.
  25. Heckman, J J & Tobias, Justin & Vytlacil, Ed, 2003. "Simple Estimators for Treatment Parameters in a Latent Variable Framework," Staff General Research Papers Archive 12012, Iowa State University, Department of Economics.
  26. Tobias, Justin, 2002. "Model Uncertainty and Race and Gender Heterogeneity in the College Entry Decision," Staff General Research Papers Archive 12019, Iowa State University, Department of Economics.
  27. Poirier, D.J. & Tobias, L., 2001. "Across-Regime Covariance Restrictions in Treatment Response Models," Papers 00-01-29, California Irvine - School of Social Sciences.
  28. 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.
  29. Heckman, J J & Tobias, Justin & Vytlacil, Ed, 2001. "Four Parameters of Interest in the Evaluation of Social Programs," Staff General Research Papers Archive 12022, Iowa State University, Department of Economics.
  30. Tobias, Justin & Zellner, Arnold, 2001. "Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model," Staff General Research Papers Archive 12021, Iowa State University, Department of Economics.
  31. Tobias, Justin, 2001. "Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationships," Staff General Research Papers Archive 12016, Iowa State University, Department of Economics.
  32. DiNardo, John & Tobias, Justin, 2001. "Nonparametric Density and Regression Estimation," Staff General Research Papers Archive 12020, Iowa State University, Department of Economics.
  33. Tobias, Justin & Zellner, Arnold, 2000. "A Note on Aggregation, Disaggregation and Forecasting Performance," Staff General Research Papers Archive 12024, Iowa State University, Department of Economics.
  34. 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.
  35. Tobias, J., 2000. "A Finite-Sample Analysis of Returns to Schooling Across Public High Schools," Papers 00-01-24, California Irvine - School of Social Sciences.
  36. 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.
  37. Zellner, Arnold & Tobias, Justin & Ryu, Hang, 1998. "Bayesian Method of Moments (BMOM) Analysis of Parametric and Semiparametric Regression Models," CUDARE Working Papers 198660, University of California, Berkeley, Department of Agricultural and Resource Economics.

Articles

  1. Joshua C. C. Chan & Justin L. Tobias, 2015. "Priors and Posterior Computation in Linear Endogenous Variable Models with Imperfect Instruments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(4), pages 650-674, June.
  2. Xiong, Yingge & Tobias, Justin L. & Mannering, Fred L., 2014. "The analysis of vehicle crash injury-severity data: A Markov switching approach with road-segment heterogeneity," Transportation Research Part B: Methodological, Elsevier, vol. 67(C), pages 109-128.
  3. Brendan Kline & Justin L. Tobias, 2014. "Explaining Trends in Body Mass Index Using Demographic Counterfactuals," Econometric Reviews, Taylor & Francis Journals, vol. 33(1-4), pages 172-196, June.
  4. Li, Mingliang & Mumford, Kevin J. & Tobias, Justin L., 2012. "A Bayesian analysis of payday loans and their regulation," Journal of Econometrics, Elsevier, vol. 171(2), pages 205-216.
  5. Babatunde O. Abidoye & Joseph A. Herriges & Justin L. Tobias, 2012. "Controlling for Observed and Unobserved Site Characteristics in RUM Models of Recreation Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(5), pages 1070-1093.
  6. Hedibert F. Lopes & Justin L. Tobias, 2011. "Confronting Prior Convictions: On Issues of Prior Sensitivity and Likelihood Robustness in Bayesian Analysis," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 107-131, September.
  7. Li, Mingliang & Tobias, Justin L., 2011. "Bayesian inference in a correlated random coefficients model: Modeling causal effect heterogeneity with an application to heterogeneous returns to schooling," Journal of Econometrics, Elsevier, vol. 162(2), pages 345-361, June.
  8. Herriges, Joseph & Kling, Catherine & Liu, Chih-Chen & Tobias, Justin, 2010. "What are the consequences of consequentiality?," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 67-81, January.
  9. 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.
  10. Priya Ranjan & Justin L. Tobias, 2007. "Bayesian inference for the gravity model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(4), pages 817-838.
  11. Justin Tobias, 2006. "Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model," Econometric Reviews, Taylor & Francis Journals, vol. 25(1), pages 1-40.
  12. 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.
  13. Li Mingliang & Tobias Justin L, 2006. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 10(4), pages 1-24, December.
  14. Justin L. Tobias & Mingliang Li, 2006. "Calculus attainment and grades received in intermediate economic theory," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 893-896.
  15. Koop, Gary & Tobias, Justin L., 2006. "Semiparametric Bayesian inference in smooth coefficient models," Journal of Econometrics, Elsevier, vol. 134(1), pages 283-315, September.
  16. Li Mingliang & Tobias Justin, 2005. "Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(3), pages 1-33, September.
  17. 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.
  18. 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.
  19. 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.
  20. Justin L. Tobias & Mingliang Li, 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, John Wiley & Sons, Ltd., vol. 18(3), pages 315-336.
  21. Justin L. Tobias, 2003. "Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability–earnings Relationships," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(1), pages 1-29, February.
  22. 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, August.
  23. 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 258-268, April.
  24. M. Li & J. L. Tobias, 2003. "A semiparametric investigation of the school quality-gs relationship," Applied Economics Letters, Taylor & Francis Journals, vol. 10(1), pages 43-45.
  25. Justin Tobias, 2003. "The effects of cognitive ability and high school quality on college entry decisions: nonparametric estimation of parameters of interest," Applied Economics, Taylor & Francis Journals, vol. 35(2), pages 209-215.
  26. 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.
  27. 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 121-140, February.
  28. 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.
  29. 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.
  30. 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.

Books

  1. Chan,Joshua & Koop,Gary & Poirier,Dale J. & Tobias,Justin L., 2019. "Bayesian Econometric Methods," Cambridge Books, Cambridge University Press, number 9781108437493.

More information

Research fields, statistics, top rankings, if available.

Statistics

Access and download statistics for all items

Rankings

This author is among the top 5% authors according to these criteria:
  1. Number of Distinct Works, Weighted by Simple Impact Factor
  2. Number of Distinct Works, Weighted by Number of Authors and Simple Impact Factors
  3. Number of Journal Pages, Weighted by Simple Impact Factor
  4. Number of Journal Pages, Weighted by Number of Authors and Simple Impact Factors
  5. Closeness measure in co-authorship network
  6. Betweenness measure in co-authorship network
  7. Breadth of citations across fields
  8. Wu-Index

Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 9 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.
  1. NEP-ECM: Econometrics (6) 2004-06-10 2004-06-10 2005-02-13 2007-03-31 2010-06-11 2012-08-23. Author is listed
  2. NEP-DCM: Discrete Choice Models (2) 2005-02-13 2010-06-11
  3. NEP-ENV: Environmental Economics (2) 2004-01-25 2010-06-11
  4. NEP-URE: Urban & Real Estate Economics (2) 2005-02-13 2005-02-20
  5. NEP-AGR: Agricultural Economics (1) 2010-04-24
  6. NEP-EXP: Experimental Economics (1) 2010-04-24
  7. NEP-LAB: Labour Economics (1) 2005-02-20
  8. NEP-SEA: South East Asia (1) 2005-02-20
  9. NEP-TUR: Tourism Economics (1) 2010-06-11

Corrections

All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. For general information on how to correct material on RePEc, see these instructions.

To update listings or check citations waiting for approval, Justin Tobias should log into the RePEc Author Service.

To make corrections to the bibliographic information of a particular item, find the technical contact on the abstract page of that item. There, details are also given on how to add or correct references and citations.

To link different versions of the same work, where versions have a different title, use this form. Note that if the versions have a very similar title and are in the author's profile, the links will usually be created automatically.

Please note that most corrections can take a couple of weeks to filter through the various RePEc services.

IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.