Details about Justin Tobias

Access statistics for papers by Justin Tobias.

Last updated 2020-03-06. Update your information in the RePEc Author Service.

Short-id: pto30

Working Papers

2012

1. Priors and Posterior Computation in Linear Endogenous Variable Models with Imperfect Instruments
   ANU Working Papers in Economics and Econometrics, Australian National University, College of Business and Economics, School of Economics View citations (2)
   See also Journal Article Priors and Posterior Computation in Linear Endogenous Variable Models with Imperfect Instruments, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2015) (2015)

2010

2. Controlling for Observed and Unobserved Site Characteristics in Rum Models of Recreation Demand
   Staff General Research Papers Archive, Iowa State University, Department of Economics
   See also Journal Article Controlling for Observed and Unobserved Site Characteristics in RUM Models of Recreation Demand, American Journal of Agricultural Economics, Agricultural and Applied Economics Association (2012) View citations (14) (2012)
3. What are the consequences of consequentiality?
   ISU General Staff Papers, Iowa State University, Department of Economics View citations (107)
   Also in Staff General Research Papers Archive, Iowa State University, Department of Economics (2009) View citations (5)
   See also Journal Article What are the consequences of consequentiality?, Journal of Environmental Economics and Management, Elsevier (2010) View citations (100) (2010)

2008

4. Bayesian Analysis of Treatment Effects in an Ordered Potential Outcomes Model
   Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (8)
5. Estimating Demand Systems when Outcomes Are Correlated Count
   Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (6)
   See also Journal Article Estimating demand systems when outcomes are correlated counts, Journal of Econometrics, Elsevier (2008) View citations (7) (2008)

2007

6. Bayesian Econometric Methods
   Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (148)
7. Bayesian Inference in the Gravity Model
   Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (19)
8. Intra-Household Allocation and Consumption of WIC-Approved Foods: A Bayesian Approach
   Center for Agricultural and Rural Development (CARD) Publications, Center for Agricultural and Rural Development (CARD) at Iowa State University
   Also in Staff General Research Papers Archive, Iowa State University, Department of Economics (2007) View citations (4)

2006

9. Bayesian Econometrics
   Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (2)
10. Calculus Attainment and Grades Received in Intermediate Economic Theory
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (2)
    See also Journal Article Calculus attainment and grades received in intermediate economic theory, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2006) View citations (3) (2006)
11. Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (2)
    See also Journal Article Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model, Econometric Reviews, Taylor & Francis Journals (2006) View citations (2) (2006)
12. Semiparametric Bayesian Inference in Smooth Coefficient Models
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (14)
    Also in Discussion Papers in Economics, Division of Economics, School of Business, University of Leicester (2003)
    See also Journal Article Semiparametric Bayesian inference in smooth coefficient models, Journal of Econometrics, Elsevier (2006) View citations (13) (2006)

2005

13. Bayesian Analysis of Structural Effects in an Ordered Equation System
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (4)
    See also Journal Article Bayesian Analysis of Structural Effects in an Ordered Equation System, Studies in Nonlinear Dynamics & Econometrics, De Gruyter (2006) View citations (9) (2006)
14. Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors
    Staff General Research Papers Archive, Iowa State University, Department of Economics
    See also Journal Article Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors, Studies in Nonlinear Dynamics & Econometrics, De Gruyter (2005) (2005)
15. Schools, School Quality and Academic Achievement: Evidence from the Philippines
    Staff General Research Papers Archive, Iowa State University, Department of Economics
16. Semiparametric Bayesian Inference in Multiple Equation Models
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (13)
    See also Journal Article Semiparametric Bayesian inference in multiple equation models, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2005) View citations (13) (2005)

2004

17. A Note on Aggregation, Disaggregation and Forecasting Performance
    Staff General Research Papers Archive, Iowa State University, Department of Economics
    Also in Staff General Research Papers Archive, Iowa State University, Department of Economics (2000) View citations (77)
    CUDARE Working Papers, University of California, Berkeley, Department of Agricultural and Resource Economics (1998) View citations (2)
18. Assessing Assessments of School Performance: The Case of California
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (6)
    See also Journal Article Assessing Assessments of School Performance: The Case of California, The American Statistician, American Statistical Association (2004) View citations (6) (2004)
19. Learning About Heterogeneity in Returns to Schooling
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (32)
20. Returns to Schooling and Bayesian Model Averaging: A Union of Two Literatures
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (19)

2003

21. 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, Iowa State University, Department of Economics View citations (3)
    See also Journal Article 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. (2003) View citations (3) (2003)
22. A Semiparametric Investigation of the School Quality-Earnings Relationship
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (1)
23. Bayesian Semiparametric Inference in Multiple Equation Models
    Discussion Papers in Economics, Division of Economics, School of Business, University of Leicester View citations (1)
24. Do Dropouts Suffer from Dropping Out? Estimation and Prediction of Outcome Gains in Generalized Selection Models
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (1)
    See also Journal Article Do dropouts suffer from dropping out? Estimation and prediction of outcome gains in generalized selection models, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2004) View citations (6) (2004)
25. On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (20)
    Also in Working Papers, California Irvine - School of Social Sciences (2001) View citations (1)
    See also Journal Article On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter, Journal of Business & Economic Statistics, American Statistical Association (2003) View citations (22) (2003)
26. Simple Estimators for Treatment Parameters in a Latent Variable Framework
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (54)
    See also Journal Article Simple Estimators for Treatment Parameters in a Latent-Variable Framework, The Review of Economics and Statistics, MIT Press (2003) View citations (57) (2003)
27. The Effects of Cognitive Ability and High School Quality on College Entry Decisions: Nonparametric Estimation of Parameters of Interest
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (2)
    See also Journal Article The effects of cognitive ability and high school quality on college entry decisions: nonparametric estimation of parameters of interest, Applied Economics, Taylor & Francis Journals (2003) View citations (2) (2003)

2002

28. Model Uncertainty and Race and Gender Heterogeneity in the College Entry Decision
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (3)
    See also Journal Article Model uncertainty and race and gender heterogeneity in the college entry decision, Economics of Education Review, Elsevier (2002) View citations (3) (2002)

2001

29. Across-Regime Covariance Restrictions in Treatment Response Models
    Working Papers, California Irvine - School of Social Sciences View citations (1)
30. Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationships
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (13)
    Also in Working Papers, California Irvine - School of Social Sciences (2000) View citations (1)
    See also Journal Article 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 (2003) View citations (32) (2003)
31. Four Parameters of Interest in the Evaluation of Social Programs
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (136)
32. Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (24)
    Also in CUDARE Working Papers, University of California, Berkeley, Department of Agricultural and Resource Economics (1998)
    See also Journal Article 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 (2001) View citations (24) (2001)
33. Nonparametric Density and Regression Estimation
    Staff General Research Papers Archive, Iowa State University, Department of Economics View citations (136)
    See also Journal Article Nonparametric Density and Regression Estimation, Journal of Economic Perspectives, American Economic Association (2001) View citations (145) (2001)

2000

34. A Finite-Sample Analysis of Returns to Schooling Across Public High Schools
    Working Papers, California Irvine - School of Social Sciences
35. Simple Estimators for Treatment Parameters in a Latent Variable Framework with an Application to Estimating the Returns to Schooling
    NBER Working Papers, National Bureau of Economic Research, Inc View citations (31)

1999

36. Forecasting Output Growth Rates and Median Output Growth Rates Using the Gibbs Samples
    Working Papers, California Irvine - School of Social Sciences

1998

37. Bayesian Method of Moments (BMOM) Analysis of Parametric and Semiparametric Regression Models
    CUDARE Working Papers, University of California, Berkeley, Department of Agricultural and Resource Economics

Journal Articles

2015

1. Priors and Posterior Computation in Linear Endogenous Variable Models with Imperfect Instruments
   Journal of Applied Econometrics, 2015, 30, (4), 650-674
   See also Working Paper Priors and Posterior Computation in Linear Endogenous Variable Models with Imperfect Instruments, ANU Working Papers in Economics and Econometrics (2012) View citations (2) (2012)

2014

2. Explaining Trends in Body Mass Index Using Demographic Counterfactuals
   Econometric Reviews, 2014, 33, (1-4), 172-196
3. The analysis of vehicle crash injury-severity data: A Markov switching approach with road-segment heterogeneity
   Transportation Research Part B: Methodological, 2014, 67, (C), 109-128 View citations (15)

2012

4. A Bayesian analysis of payday loans and their regulation
   Journal of Econometrics, 2012, 171, (2), 205-216 View citations (6)
5. Controlling for Observed and Unobserved Site Characteristics in RUM Models of Recreation Demand
   American Journal of Agricultural Economics, 2012, 94, (5), 1070-1093 View citations (14)
   See also Working Paper Controlling for Observed and Unobserved Site Characteristics in Rum Models of Recreation Demand, Staff General Research Papers Archive (2010) (2010)

2011

6. Bayesian inference in a correlated random coefficients model: Modeling causal effect heterogeneity with an application to heterogeneous returns to schooling
   Journal of Econometrics, 2011, 162, (2), 345-361 View citations (8)
7. Confronting Prior Convictions: On Issues of Prior Sensitivity and Likelihood Robustness in Bayesian Analysis
   Annual Review of Economics, 2011, 3, (1), 107-131 View citations (4)

2010

8. What are the consequences of consequentiality?
   Journal of Environmental Economics and Management, 2010, 59, (1), 67-81 View citations (100)
   See also Working Paper What are the consequences of consequentiality?, ISU General Staff Papers (2010) View citations (107) (2010)

2008

9. Estimating demand systems when outcomes are correlated counts
   Journal of Econometrics, 2008, 147, (2), 282-298 View citations (7)
   See also Working Paper Estimating Demand Systems when Outcomes Are Correlated Count, Staff General Research Papers Archive (2008) View citations (6) (2008)

2007

10. Bayesian inference for the gravity model
    Journal of Applied Econometrics, 2007, 22, (4), 817-838 View citations (17)

2006

11. Bayesian Analysis of Structural Effects in an Ordered Equation System
    Studies in Nonlinear Dynamics & Econometrics, 2006, 10, (4), 24 View citations (9)
    See also Working Paper Bayesian Analysis of Structural Effects in an Ordered Equation System, Staff General Research Papers Archive (2005) View citations (4) (2005)
12. Calculus attainment and grades received in intermediate economic theory
    Journal of Applied Econometrics, 2006, 21, (6), 893-896 View citations (3)
    See also Working Paper Calculus Attainment and Grades Received in Intermediate Economic Theory, Staff General Research Papers Archive (2006) View citations (2) (2006)
13. Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model
    Econometric Reviews, 2006, 25, (1), 1-40 View citations (2)
    See also Working Paper Estimation, Learning and Parameters of Interest in a Multiple Outcome Selection Model, Staff General Research Papers Archive (2006) View citations (2) (2006)
14. Schools, school quality and achievement growth: Evidence from the Philippines
    Economics of Education Review, 2006, 25, (6), 619-632 View citations (15)
15. Semiparametric Bayesian inference in smooth coefficient models
    Journal of Econometrics, 2006, 134, (1), 283-315 View citations (13)
    See also Working Paper Semiparametric Bayesian Inference in Smooth Coefficient Models, Staff General Research Papers Archive (2006) View citations (14) (2006)

2005

16. Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors
    Studies in Nonlinear Dynamics & Econometrics, 2005, 9, (3), 33
    See also Working Paper Bayesian Modeling of School Effects Using Hierarchical Models with Smoothing Priors, Staff General Research Papers Archive (2005) (2005)
17. Semiparametric Bayesian inference in multiple equation models
    Journal of Applied Econometrics, 2005, 20, (6), 723-747 View citations (13)
    See also Working Paper Semiparametric Bayesian Inference in Multiple Equation Models, Staff General Research Papers Archive (2005) View citations (13) (2005)

2004

18. Assessing Assessments of School Performance: The Case of California
    The American Statistician, 2004, 58, 55-63 View citations (6)
    See also Working Paper Assessing Assessments of School Performance: The Case of California, Staff General Research Papers Archive (2004) View citations (6) (2004)
19. Do dropouts suffer from dropping out? Estimation and prediction of outcome gains in generalized selection models
    Journal of Applied Econometrics, 2004, 19, (2), 203-225 View citations (6)
    See also Working Paper Do Dropouts Suffer from Dropping Out? Estimation and Prediction of Outcome Gains in Generalized Selection Models, Staff General Research Papers Archive (2003) View citations (1) (2003)

2003

20. 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, 2003, 18, (3), 315-336 View citations (3)
    See also Working Paper 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 (2003) View citations (3) (2003)
21. A semiparametric investigation of the school quality-gs relationship
    Applied Economics Letters, 2003, 10, (1), 43-45 View citations (1)
22. Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability–earnings Relationships
    Oxford Bulletin of Economics and Statistics, 2003, 65, (1), 1-29 View citations (32)
    See also Working Paper Are Returns to Schooling Concentrated Among the Most Able? A Semiparametric Analysis of the Ability-Earnings Relationships, Staff General Research Papers Archive (2001) View citations (13) (2001)
23. On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter
    Journal of Business & Economic Statistics, 2003, 21, (2), 258-68 View citations (22)
    See also Working Paper On the Predictive Distributions of Outcome Gains in the Presence of an Unidentified Parameter, Staff General Research Papers Archive (2003) View citations (20) (2003)
24. Simple Estimators for Treatment Parameters in a Latent-Variable Framework
    The Review of Economics and Statistics, 2003, 85, (3), 748-755 View citations (57)
    See also Working Paper Simple Estimators for Treatment Parameters in a Latent Variable Framework, Staff General Research Papers Archive (2003) View citations (54) (2003)
25. The effects of cognitive ability and high school quality on college entry decisions: nonparametric estimation of parameters of interest
    Applied Economics, 2003, 35, (2), 209-215 View citations (2)
    See also Working Paper The Effects of Cognitive Ability and High School Quality on College Entry Decisions: Nonparametric Estimation of Parameters of Interest, Staff General Research Papers Archive (2003) View citations (2) (2003)

2002

26. Model uncertainty and race and gender heterogeneity in the college entry decision
    Economics of Education Review, 2002, 21, (3), 211-219 View citations (3)
    See also Working Paper Model Uncertainty and Race and Gender Heterogeneity in the College Entry Decision, Staff General Research Papers Archive (2002) View citations (3) (2002)

2001

27. Forecasting Output Growth Rates and Median Output Growth Rates: A Hierarchical Bayesian Approach
    Journal of Forecasting, 2001, 20, (5), 297-314 View citations (1)
28. Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model
    International Economic Review, 2001, 42, (1), 121-40 View citations (24)
    See also Working Paper Further Results on Bayesian Method of Moments Analysis of the Multiple Regression Model, Staff General Research Papers Archive (2001) View citations (24) (2001)
29. Nonparametric Density and Regression Estimation
    Journal of Economic Perspectives, 2001, 15, (4), 11-28 View citations (145)
    See also Working Paper Nonparametric Density and Regression Estimation, Staff General Research Papers Archive (2001) View citations (136) (2001)