Journal Articles - Published/Accepted

  1. Enam, A., K. Konduri, A. Pinjari, and N. Eluru (2017). An Integrated Choice and Latent Variable Model for Multiple Discrete Continuous Choice Kernels: Application Exploring the Association between Day-level Moods and Discretionary Activity Engagement Choices. Forthcoming, Journal of Choice Modelling. [Download]
  2. Astroza, S., A.R. Pinjari, C.R. Bhat, and S.R. Jara-Diaz (2017). A Microeconomic Theory-based Latent Class Multiple Discrete-Continuous Choice Model of Time Use and Goods Consumption. Forthcoming, Transportation Research Record. [Download]
  3. Patil, P.N., S.K. Dubey, A.R. Pinjari, E. Cherchi, R. Daziano, and C.R. Bhat (2017). Simulation Evaluation of Emerging Estimation Techniques for Multinomial Probit Models. Journal of Choice Modelling, Vol. 23, pp. 9-20. [Download] [Appendix]
  4. Pinjari, A.R., B, Augstin,  A. Faghih Imani, V. Sivaraman, N. Eluru, and R.M. Pendyala (2016). Stochastic Frontier Estimation of Budgets for Kuhn-Tucker Demand Systems: Application to Activity Time-Use Analysis. Transportation Research Part A: Policy and Practice, Vol. 88, 117-133. [Download]
  5. Kamali, M., A. Ermagun, K. Viswanathan, and A.R. Pinjari (2016). Deriving Truck Route Choice from Large GPS Data Streams. Transportation Research Record, Journal of the Transportation Research Board. Vol 2563, pp. 62-70. Among the four Best Papers from 15th Transportation Research Board (TRB) Transportation Planning Applications Conference, invited for for early publication in Transportation Research Record. [Download]
  6. Motro, M., A. Chu, J. Choi, P.S. Lavieri, A.R. Pinjari, C.R. Bhat, J. Ghosh and R.W. Heath Jr. (2016). Vehicular Ad-Hoc Network Simulations of Overtaking Maneuvers on Two-Lane Rural Highways. Transportation Research Part C, Vol. 72, pp. 60-76. [Download]
  7. Bhat, C.R., A.R. Pinjari, S.K. Dubey, and A. Hamdi (2016). On Accommodating Spatial Interactions in a Generalized Heterogeneous Data Model (GHDM) of Mixed Types of Dependent Variables. Transportation Research Part B, Vol. 94, pp. 240-263. [Download] [Appendix]
  8. Ruiz Juri, N., R.M. James, N. Jiang, J. Duthie, A.R. Pinjari, and C.R. Bhat (2016). Computation of Skims for Large-Scale Implementations of Integrated Activity-Based and Dynamic Traffic Assignment Models. Transportation Research Record, Vol. 2563, pp. 134-143. [Download]
  9. Yasmin, S., N. Eluru, and A.R. Pinjari (2015). Pooling Data from Fatality Analysis Reporting System (FARS) and Generalized Estimates System (GES) to Explore the Continuum of Injury Severity Spectrum. Accident Analysis and Prevention, Vol. 84, 112-127. [Download]
  10. Yasmin. S., N. Eluru, and A.R. Pinjari (2015). Analyzing the Continuum of Fatal Crashes: A Generalized Ordered Approach. Analytic Methods in Accident Research, Vol. 7, 1-15. [Download]
  11. Bhat, C.R., M. Castro, and A.R. Pinjari (2015). Allowing for Complementarity and Rich Substitution Patterns in Multiple Discrete-Continuous Models. Transportation Research Part B, Vol. 81, pp. 59-77. [Download]
  12. Zanjani, A.B., A.R., Pinjari, M. Kamali, A. Thakur, J.B. Short, V. Mysore, and F. Tabatabaee (2015). Estimation of Statewide Origin-Destination Truck Flows Using Large Streams of GPS Data: An Application for the Florida Statewide Model. Accepted, Transportation Research Record: Journal of the Transportation Research Board. [Download]
  13. Thakur, A., A.B. Zanjani, A.R., Pinjari, J.B. Short, V. Mysore, and F. Tabatabaee (2015). Development of Algorithms to Convert Large Streams of Truck GPS Data into Truck Trips. Transportation Research Record: Journal of the Transportation Research Board, No. 2529, 66-73. [Download]
  14. Augustin, B., A.R. Pinjari, N. Eluru, and R.M. Pendyala (2015). Alternative Approaches for Estimating Annual Mileage Budgets for a Multiple Discrete-Continuous Choice Model of Household Vehicle Ownership and Utilization: An Empirical Assessment. Accepted, Transportation Research Record: Journal of the Transportation Research Board. [Download]
  15. Gurram, S., A.L. Stuart, and A.R. Pinjari (2014). Impact of Travel Activity and Urbanicity on Exposures to Ambient Nitrogen Oxides and on Exposure Disparities between Sub-populations in Tampa, Florida. Air Quality, Atmosphere & Health, 8(1), 97-114. [Link to publication]
  16. Sikder, S., and A.R. Pinjari (2014). The Benefits of Allowing Heteroscedastic Stochastic Distributions in Multiple Discrete-Continuous Choice Models. Journal of Choice Modelling, Vol. 9, 39-56. [Download]
  17. Sikder, S., B. Augustin, A.R. Pinjari, and N. Eluru (2014). Spatial Transferability of Tour-based Time-of-Day Choice Models: An Empirical Assessment. Transportation Research Record: Journal of the Transportation Research Board, No. 2429, 99-109. [Download]
  18. Yasmin. S., N. Eluru, A. R. Pinjari, and R. Tay (2014). Examining Driver Injury Severity in Two Vehicle Crashes - A Copula Based Approach. Accident Analysis and Prevention, Vol. 66, 120-135. [Download]
  19. Faghih-Imani A., G. Ghafghazi, N. Eluru, and A. R. Pinjari (2013) A Multiple-Discrete Approach for Examining Vehicle Type Use for Daily Activity Participation Decisions. Transportation Letters: The International Journal of Transportation Research, 6(1), 1-13. [Download]
  20. Pinjari, A.R., K.M.N. Habib, and E.J. Miller (2013) Selected Articles from the 13th Conference of the International Association of Travel Behavior Research (IATBR). Guest Editorial for the 2012 IATBR Special Issue of Transportation Research Part B, Vol 58, 151-153.
  21. Sikder, S., A.R. Pinjari, S. Srinivasan, and R. Nowrouzian (2013). Spatial Transferability of Travel Forecasting Models: A Review and Synthesis. International Journal of Advances in Engineering and Applied Mathematics, Journal of the Indian Institute of Technology - Madras (IIT-M), Special Issue on Advanced Traffic and Transportation Systems, 5(2-3), 104-128. [Download]
  22. Sikder, S., and A.R. Pinjari (2013). Spatial Transferability of Person-level Daily Activity Generation and Time-Use Models: An Empirical Assessment. Transportation Research Record: Journal of the Transportation Research Board, Vol. 2343, 95-104. [Download]
  23. Van Nostrand, C., V. Sivaraman, and A. R. Pinjari (2013). Analysis of Annual, Long-Distance, Vacation Travel Demand in the United States: A Multiple Discrete-Continuous Choice Framework. Transportation, 40(1), 151-171. [Download]
  24. Sivakumar A., and A.R. Pinjari (2012) Recent Advances in Activity and Travel Pattern Modeling. Guest Editorial for the 2012 TRB Special Issue. Transportation, 39(4), 749-754. [Link to the special issue]
  25. Sikder, S., and A.R. Pinjari (2012) Immobility Levels and Mobility Preferences among Elderly in the United States: Evidence from the 2009 national Household Travel Survey. Transportation Research Record, Journal of the Transportation Research Board, Vol. 2318, 137-147. [Download]
  26. Pinjari, A.R. (2011) Generalized Extreme Value (GEV)-Based Error Structures for Multiple Discrete-Continuous Choice Models. Transportation Research Part B, 45(3), 474-489. [Download]
  27. Garren, S.J., A.R. Pinjari, and R. Brinkman (2011) Carbon dioxide Emission Trends in Cars and light Trucks: A Comparative Analysis of Emissions and Methodologies for Florida’s Counties (2000 and 2008). Energy Policy, 39(9) 5287-5295. [Link]
  28. Pinjari, A.R., and R.M. Pendyala (2011) Multidimensional Advances in Travel Modeling. Guest Editorial for the IATBR 2009 Special Issue. Transportation, 38(6) 845-858. [Link to the special issue]
  29. Pinjari, A.R., R.M. Pendyala, C.R. Bhat, and P.A. Waddell (2011) Modeling the Choice Continuum: An Integrated Model of Residential Location, Auto Ownership, Bicycle Ownership, and Commute Tour Mode Choice Decisions. Transportation, 38(6) 933-958. [Download]
  30. Rana, T., Sikder, S., and A.R. Pinjari (2010). Copula-Based Method to Address Endogeneity in Traffic Crash Injury Severity Models: Application to Two-Vehicle Crashes. Transportation Research Record: Journal of the Transportation Research Board, Vol. 2147, 75-87. [Download]
  31. Pinjari A.R. and C.R. Bhat (2010). A Multiple Discrete-Continuous Nested Extreme Value (MDCNEV) Model: Formulation and Application to Non-worker Activity Time-use and Timing Behavior on Weekdays. Transportation Research Part B, Vol. 44(4), 562-583. [Download paper]  [MDCNEV model estimation code and test data set]
  32. Eluru, N., Pinjari A.R., Pendyala, R.M., and C.R. Bhat (2010). An Econometric Multi-Dimensional Choice Model of Activity-Travel Behavior. Transportation Letters, Vol 2(4), 217-230. [Download]
  33. Ferdous, N., A.R. Pinjari, C.R. Bhat, and R.M. Pendyala (2010). A Comprehensive Analysis of Household Transportation Expenditures Relative to Other Goods and Services: An Application to United States Consumer Expenditure Data. Transportation, Vol. 37(3), 363-390. [Download]
  34. Pinjari, A.R., C.R. Bhat, and D.A. Hensher (2009). Residential Self-Selection Effects in an Activity-Time Use Behavior Model. Transportation Research Part B, 43(7), 729-748. [Download]
  35. Spissu, E., A.R. Pinjari, C.R. Bhat, R.M. Pendyala, and K.W. Axhausen (2009). An Analysis of Weekly Out-of-home Discretionary Activity Participation and Time-Use Behavior. Transportation, 36(5), 483-510. [Download]
  36. Spissu, E., A.R. Pinjari, R.M. Pendyala, and C.R. Bhat (2009). A Copula-Based Joint Multinomial Discrete-Continuous Model of Vehicle Type Choice and Miles of Travel. 36(4), 403-422. [Download]
  37. Rajagopalan, B.S., A.R. Pinjari, and C.R. Bhat (2009). A Comprehensive Model of Workers’ Non-Work Activity Time-Use and Timing Behavior. Transportation Research Record, Journal of the Transportation Research Board, National Academy of Sciences. Vol. 2134, 51-62. [Download]
  38. Pinjari, A.R., N. Eluru, C.R. Bhat, R.M. Pendyala, and E. Spissu (2008). A Joint Model of Residential Location and Bicycle Ownership: Accounting for Self-Selection and Unobserved Heterogeneity. Transportation Research Record, Journal of the Transportation Research Board, National Academy of Sciences. Vol. 2082, 17-26. [Download]     
  39. Eluru, N., A.R. Pinjari, J.Y. Guo, I.N. Sener, S. Srinivasan,  R. Copperman, and C.R. Bhat (2008). Population Updating System Structures and Models Embedded within the Comprehensive Econometric Microsimulator for Urban Systems (CEMUS). Transportation Research Record, Journal of the Transportation Research Board, National Academy of Sciences. Vol. 2076, 171-182. [Download]
  40. Pinjari, A.R., R.M. Pendyala, C.R. Bhat, and P.A. Waddell (2007). Modeling Residential Sorting Effects to Understand the Impact of the Built Environment on Commute Mode Choice. Transportation, Vol 34(5), 557-573. [Download]
  41. Pinjari, A.R., and C.R. Bhat (2006). Nonlinearity of Response to Level of Service Variables in Travel Mode Choice Models. Transportation Research Record, Journal of the Transportation Research Board, National Academy of Sciences. Vol. 1977, 67-74. [Download]

Book Chapters

  1. Gurram, S., A.R. Pinjari, and A.L. Stuart (2015) "High Resolution Simulation of Urban Travel and Network Performance for Estimating Mobile Source Emissions: Application to Tampa, Florida." The Multi-Agent Transport Simulation (MATSim). Chapter 74, pp. 525-530, edited by Andreas Horni, Kai Nagel, and Kay Axhausen.
  2. Pendyala R.M. and A.R. Pinjari (2014) "Workshop Report: Developing Curricula for Advanced Travel Modeling." Travel Behavior Research: Current Foundations and Prospects. Chapter 3, pp. 129-150, edited by Matthew Roorda and Eric Miler. Lulu Publishers, USA.
  3. Pinjari, A.R., Bhat C.R., and D.S. Bunch (2013) "Recent Advances on Multiple Discrete-Continuous Choice Models." Choice modelling: the state of the art and the state of practice: Selected papers from the Second International Choice Modelling Conference. Chapter 3, pp. 73-90, edited by Stephane Hess and Andrew Daly. 
  4. Bhat, C.R., and A.R. Pinjari (2013) "Multiple Discrete-Continuous Choice Models: A Reflective Analysis and a Prospective View of the State-of-the-Field." Handbook of Transport Economics. Edited by Stephane Hess and Andrew Daly, Edward Elgar Publishing Ltd.
  5. Pinjari, A.R. and C.R. Bhat (2010) "Activity-Based Travel Demand Analysis." Handbook of Transport Economics, Chapter 10, pp. 213-248, edited by A. de Palma, R. Lindsey, E. Quinet, and R. Vickerman, Edward Elgar Publishing. [Download]
  6. Bhat C.R. and A.R. Pinjari (2008) "Duration Modeling." Handbook of Transport Modelling 2nd Edition, Chapter 6, pp. 105-132, edited by D.A. Hensher and K.J. Button. Elsevier Science Ltd. [Download]

Ongoing Research

  1. Incorporation of Inter-Temporal Dynamics in Choice Models.
  2. Incorporation of Psychological Factors (e.g., attitudes) in Activity-Travel Behavior Models.
  3. Freight-Truck Route Choice Using Large Streams of GPS data: Map Matching, Choice Set Generation, and Choice Models.
  4. ​Statistical Methods to Fuse Truck Flow and Commodity Flow Data for Freight Planning Applications.
  5. ​Uncertainty in Travel Demand Forecasts: Characterization and Quantification.
  6. ​Use of Advanced Choice Models to Analyze Driver Behavior in Heterogeneous Traffic Streams.
  7. Exploration of Statistically Rigorous Approaches for Fusing Different Survey Data sets.
  8. ​Consumer Perceptions, Market Penetration, and Activity/Travel Behavior Impacts of Autonomous Vehicles.
  9. ​Discrete-Continuous Choice Models with Multiple Budgets, Flexible Substitution Patterns, and Non-Concave Utility Functions.

Dissertation and Thesis Documents

  1. Pinjari, A.R. (2008). Modeling Residential Self-Selection in Activity-Travel Behavior Models: Integrated Models of Multidimensional Choice Processes. Doctoral Dissertation, University of Texas at Austin. PDF. Word.
Working Papers and Papers in Review
  1. Pinjari, A.R., B. Augustin, N. Menon (2013). Highway Capacity Impacts of Autonomous Vehicles: An Assessment. Technical paper, Center for Urban Transportation Research (CUTR). University of South Florida. [Download]
  2. Pinjari, A.R., and V. Sivaraman. A Discrete-Continuous Choice Model with Perfect and Imperfect Substitutes. [Download]
  3. Pinjari, A.R., and C.R. Bhat. Computationally Efficient Forecasting Procedures for Kuhn-Tucker Consumer Demand Model Systems: Application to Residential Energy Consumption Analysis. [Download paper] [Gauss Codes]
  4. Sivaraman, V., A.R. Pinjari, and S.E. Polzin. Long-Distance Travel for Visiting Friends and Relatives (VFR) and Leisure Purposes: Empirical Analysis and Modeling Framework. [Download]
  5. Menon, N., A.R. Pinjari, Y. Zhang, and L. Zou. Consumer Perception and Intended Adoption of Autonomous-Vehicle Technology: Findings from a University Population Survey. Technical paper, Department of Civil and Environmental Engineering, The University of South Florida.
  6. Ozkul, S., N. Menon, A.R. Pinjari, D. Davis, and K. Seggerman. Determination of Success and Deterrence Factors for Logistics Activity Centers. Technical paper, Center for Urban Transportation Research, The University of South Florida.