• 3116 Citations
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1991 …2023
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Research Output 1991 2019

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Article
2019

Fusing Multiple Sources of Data to Understand Ride-Hailing Use

Dias, F. F., Lavieri, P. S., Kim, T., Bhat, C. R. & Pendyala, R., Jan 1 2019, In : Transportation Research Record.

Research output: Contribution to journalArticle

Smartphones
Data fusion
Costs

On the Use of Probit-Based Models for Ranking Data Analysis

Nair, G. S., Bhat, C. R., Pendyala, R., Loo, B. P. Y. & Lam, W. H. K., Jan 1 2019, In : Transportation Research Record.

Research output: Contribution to journalArticle

Data structures

Role of Childhood Context and Experience in Shaping Activity-Travel Choices in Adulthood

Long, K., Capasso da Silva, D., Dias, F. F., Khoeini, S., Bhat, A. C., Pendyala, R. & Bhat, C. R., Jan 1 2019, In : Transportation Research Record.

Research output: Contribution to journalArticle

Economics
2018
2 Citations (Scopus)

Accounting for multi-dimensional dependencies among decision-makers within a generalized model framework: An application to understanding shared mobility service usage levels

Vinayak, P., Dias, F. F., Astroza, S., Bhat, C. R., Pendyala, R. & Garikapati, V. M., Dec 1 2018, In : Transport Policy. 72, p. 129-137 9 p.

Research output: Contribution to journalArticle

decision maker
car sharing
travel
Economic and social effects
transportation technology
3 Citations (Scopus)

An application of a rank ordered probit modeling approach to understanding level of interest in autonomous vehicles

Nair, G. S., Astroza, S., Bhat, C. R., Khoeini, S. & Pendyala, R., Jan 1 2018, (Accepted/In press) In : Transportation.

Research output: Contribution to journalArticle

modeling
household structure
travel
methodology
Education
3 Citations (Scopus)

Estimating residential energy consumption in metropolitan areas: A microsimulation approach

Zhang, W., Robinson, C., Guhathakurta, S., Garikapati, V. M., Dilkina, B., Brown, M. A. & Pendyala, R., Jul 15 2018, In : Energy. 155, p. 162-173 12 p.

Research output: Contribution to journalArticle

Energy utilization
Learning systems
Energy security
Retrofitting
Land use
2 Citations (Scopus)

Quantifying the relative contribution of factors to household vehicle miles of travel

Singh, A. C., Astroza, S., Garikapati, V. M., Pendyala, R., Bhat, C. R. & Mokhtarian, P. L., Aug 1 2018, In : Transportation Research Part D: Transport and Environment. 63, p. 23-36 14 p.

Research output: Contribution to journalArticle

travel
Cost accounting
Curbs
Gas emissions
Greenhouse gases

Representing heterogeneity in structural relationships among multiple choice variables using a latent segmentation approach

Astroza, S., Garikapati, V. M., Pendyala, R., Bhat, C. R. & Mokhtarian, P. L., May 19 2018, (Accepted/In press) In : Transportation. p. 1-30 30 p.

Research output: Contribution to journalArticle

segmentation
travel
decision structure
system model
Decision making
3 Citations (Scopus)

Understanding activity engagement across weekdays and weekend days: A multivariate multiple discrete-continuous modeling approach

Astroza, S., Bhat, P. C., Bhat, C. R., Pendyala, R. & Garikapati, V. M., Sep 1 2018, In : Journal of Choice Modelling. 28, p. 56-70 15 p.

Research output: Contribution to journalArticle

Modeling
Scheduling
Probit Model
Engagement
Model
2017
41 Citations (Scopus)

A behavioral choice model of the use of car-sharing and ride-sourcing services

Dias, F. F., Lavieri, P. S., Garikapati, V. M., Astroza, S., Pendyala, R. & Bhat, C. R., Jul 26 2017, (Accepted/In press) In : Transportation. p. 1-17 17 p.

Research output: Contribution to journalArticle

car sharing
automobile
Railroad cars
Acoustic waves
travel
6 Citations (Scopus)

A practical method to test the validity of the standard Gumbel distribution in logit-based multinomial choice models of travel behavior

Ye, X., Garikapati, V. M., You, D. & Pendyala, R., Dec 1 2017, In : Transportation Research Part B: Methodological. 106, p. 173-192 20 p.

Research output: Contribution to journalArticle

travel behavior
Random errors
Maximum likelihood estimation
Parameter estimation
Maximum likelihood
5 Citations (Scopus)

Investigation of heterogeneity in vehicle ownership and usage for the millennial generation

Lavieri, P. S., Garikapati, V. M., Bhat, C. R. & Pendyala, R., Jan 1 2017, In : Transportation Research Record. 2664, 1, p. 91-99 9 p.

Research output: Contribution to journalArticle

Automobiles
Land use
Data structures
Railroad cars
Planning
47 Citations (Scopus)

Machine learning approaches for estimating commercial building energy consumption

Robinson, C., Dilkina, B., Hubbs, J., Zhang, W., Guhathakurta, S., Brown, M. A. & Pendyala, R., 2017, (Accepted/In press) In : Applied Energy.

Research output: Contribution to journalArticle

Learning systems
Energy utilization
energy consumption
machine learning
metropolitan area
33 Citations (Scopus)

Modeling Individual Preferences for Ownership and Sharing of Autonomous Vehicle Technologies

Lavieri, P. S., Garikapati, V. M., Bhat, C. R., Pendyala, R., Astroza, S. & Dias, F. F., Jan 1 2017, In : Transportation Research Record. 2665, 1, p. 1-10 10 p.

Research output: Contribution to journalArticle

Network performance
Data structures
Acoustic waves
Industry
2 Citations (Scopus)

Network-oriented household activity pattern problem for system optimization

Liu, J., Kang, J. E., Zhou, X. & Pendyala, R., 2017, (Accepted/In press) In : Transportation Research Part C: Emerging Technologies.

Research output: Contribution to journalArticle

Mathematical programming
programming
Linear programming
Decision making
Scheduling
2 Citations (Scopus)

Network-oriented Household Activity Pattern Problem for System Optimization

Liu, J., Kang, J. E., Zhou, X. & Pendyala, R., 2017, In : Transportation Research Procedia. 23, p. 827-847 21 p.

Research output: Contribution to journalArticle

Mathematical programming
programming
Linear programming
Decision making
Scheduling
6 Citations (Scopus)

On the development of a semi-nonparametric generalized multinomial logit model for travel-related choices

Wang, K., Ye, X., Pendyala, R. & Zou, Y., Oct 1 2017, In : PLoS One. 12, 10, e0186689.

Research output: Contribution to journalArticle

logit analysis
travel
Logistic Models
Likelihood Functions
Switzerland
2016
13 Citations (Scopus)

A comprehensive modeling framework for transportation-induced population exposure assessment

Vallamsundar, S., Lin, J., Konduri, K., Zhou, X. & Pendyala, R., Jul 1 2016, In : Transportation Research Part D: Transport and Environment. 46, p. 94-113 20 p.

Research output: Contribution to journalArticle

modeling
Network performance
air quality
Air quality
transportation policy
52 Citations (Scopus)

Activity patterns, time use, and travel of millennials: a generation in transition?

Garikapati, V. M., Pendyala, R., Morris, E. A., Mokhtarian, P. L. & McDonald, N., Sep 2 2016, In : Transport Reviews. 36, 5, p. 558-584 27 p.

Research output: Contribution to journalArticle

Railroad cars
travel
Education
adulthood
Economics

Design, development, and implementation of a university travel demand modeling framework

Garikapati, V. M., You, D., Pendyala, R., Patel, T., Kottommannil, J. & Sussman, A., 2016, In : Transportation Research Record. 2563, p. 105-113 9 p.

Research output: Contribution to journalArticle

Students
Parking
Education
4 Citations (Scopus)

Enhanced synthetic population generator that accommodates control variables at multiple geographic resolutions

Konduri, K. C., You, D., Garikapati, V. M. & Pendyala, R., 2016, In : Transportation Research Record. 2563, p. 40-50 11 p.

Research output: Contribution to journalArticle

Planning
Testing
3 Citations (Scopus)

Impacts of incentive-based intervention on peak period traffic: Experience from the Netherlands

Kumar, V., Bhat, C. R., Pendyala, R., You, D., Ben-Elia, E. & Ettema, D., 2016, In : Transportation Research Record. 2543, p. 166-175 10 p.

Research output: Contribution to journalArticle

Smartphones
Experiments
1 Citation (Scopus)

Introducing latent psychological constructs in injury severity modeling: Multivehicle and multioccupant approach

Lavieri, P. S., Bhat, C. R., Pendyala, R. & Garikapati, V. M., 2016, In : Transportation Research Record. 2601, p. 110-118 9 p.

Research output: Contribution to journalArticle

Alarm systems
Braking
Seats
6 Citations (Scopus)

Stochastic frontier estimation of budgets for Kuhn-Tucker demand systems: Application to activity time-use analysis

Pinjari, A. R., Augustin, B., Sivaraman, V., Faghih Imani, A., Eluru, N. & Pendyala, R., Jun 1 2016, In : Transportation Research Part A: Policy and Practice. 88, p. 117-133 17 p.

Research output: Contribution to journalArticle

Linear regression
budget
expenditures
time budget
time expenditure
2015
37 Citations (Scopus)

Consumer preferences and willingness to pay for advanced vehicle technology options and fuel types

Shin, J., Bhat, C. R., You, D., Garikapati, V. M. & Pendyala, R., Nov 1 2015, In : Transportation Research Part C: Emerging Technologies. 60, p. 511-524 14 p.

Research output: Contribution to journalArticle

willingness to pay
Alternative fuels
automotive industry
Parking
Automotive industry
3 Citations (Scopus)

Estimation of annual mileage budgets for a multiple discrete-continuous choice model of household vehicle ownership and utilization

Augustin, B., Pinjari, A. R., Eluru, N. & Pendyala, R., 2015, In : Transportation Research Record. 2493, p. 126-135 10 p.

Research output: Contribution to journalArticle

Fuel economy
Linear regression
4 Citations (Scopus)

Latent-segmentation-based approach to investigating spatial transferability of activity-travel models

Wafa, Z., Bhat, C. R., Pendyala, R. & Garikapati, V. M., 2015, In : Transportation Research Record. 2493, p. 136-144 9 p.

Research output: Contribution to journalArticle

Planning
20 Citations (Scopus)
parking
redevelopment
motor vehicle
infrastructure
supply

Tour characterization framework incorporating activity stop-sequencing model system

Garikapati, V. M., You, D., Pendyala, R., Jeon, K., Livshits, V. & Vovsha, P. S., 2015, In : Transportation Research Record. 2494, p. 77-86 10 p.

Research output: Contribution to journalArticle

Trucks
Global positioning system
Chemical analysis
2014
7 Citations (Scopus)

Bayesian imputation of non-chosen attribute values in revealed preference surveys

Washington, S., Ravulaparthy, S., Rose, J. M., Hensher, D. & Pendyala, R., 2014, In : Journal of Advanced Transportation. 48, 1, p. 48-65 18 p.

Research output: Contribution to journalArticle

Travel time
Calibration
Imputation
Revealed preference
Multiple imputation
13 Citations (Scopus)

Joint model of weekend discretionary activity participation and episode duration

Born, K., Yasmin, S., You, D., Eluru, N., Bhat, C. & Pendyala, R., Dec 1 2014, In : Transportation Research Record. 2413, p. 34-44 11 p.

Research output: Contribution to journalArticle

Hazards
2013
15 Citations (Scopus)

Accommodating immigration status and self-selection effects in a joint model of household auto ownership and residential location choice

Bhat, C., Paleti, R., Pendyala, R., Lorenzini, K. & Konduri, K., Dec 1 2013, In : Transportation Research Record. 2382, p. 142-150 9 p.

Research output: Contribution to journalArticle

Land use
32 Citations (Scopus)

A household-level activity pattern generation model with an application for Southern California

Bhat, C. R., Goulias, K. G., Pendyala, R., Paleti, R., Sidharthan, R., Schmitt, L. & Hu, H. H., Sep 2013, In : Transportation. 40, 5, p. 1063-1086 24 p.

Research output: Contribution to journalArticle

activity pattern
participation
accessibility
household
census
35 Citations (Scopus)

A simultaneous equations model of crash frequency by severity level for freeway sections

Ye, X., Pendyala, R., Shankar, V. & Konduri, K. C., 2013, In : Accident Analysis and Prevention. 57, p. 140-149 10 p.

Research output: Contribution to journalArticle

Highway systems
Joints
Bayes Theorem
Safety
regression
5 Citations (Scopus)

Exploring the dynamics in travel time frontiers

Volosin, S., Paul, S., Christian, K., Konduri, K. & Pendyala, R., Dec 1 2013, In : Transportation Research Record. 2382, p. 20-27 8 p.

Research output: Contribution to journalArticle

Travel time
38 Citations (Scopus)

Integrated model of residential location, work location, vehicle ownership, and commute tour characteristics

Paleti, R., Bhat, C. & Pendyala, R., Dec 1 2013, In : Transportation Research Record. 2382, p. 162-172 11 p.

Research output: Contribution to journalArticle

Automobiles
12 Citations (Scopus)

Modeling of household vehicle type choice accommodating spatial dependence effects

Paleti, R., Bhat, C. R., Pendyala, R. & Goulias, K. G., 2013, In : Transportation Research Record. 2343, p. 86-94 9 p.

Research output: Contribution to journalArticle

Sustainable development
Chemical analysis
19 Citations (Scopus)

Modeling the connection between activity-travel patterns and subjective well-Being

Archer, M., Paleti, R., Konduri, K., Pendyala, R. & Bhat, C., Dec 1 2013, In : Transportation Research Record. 2382, p. 102-111 10 p.

Research output: Contribution to journalArticle

2012
32 Citations (Scopus)

Accommodating multiple constraints in the multiple discrete-continuous extreme value (MDCEV) choice model

Castro, M., Bhat, C. R., Pendyala, R. & Jara-Díaz, S. R., Jul 2012, In : Transportation Research Part B: Methodological. 46, 6, p. 729-743 15 p.

Research output: Contribution to journalArticle

Information use
Availability
expenditures
resources
demand
1 Citation (Scopus)

A holistic view on history, development, assessment, and future of an open courseware in numerical methods

Kaw, A., Yalcin, A., Eison, J., Owens, C., Besterfield, G., Lee-Thomas, G., Nguyen, D., Hess, M. & Pendyala, R., Oct 2012, In : Computers in Education Journal. 22, 4, p. 57-71 15 p.

Research output: Contribution to journalArticle

Numerical methods
quiz
homework
Students
history
6 Citations (Scopus)

Application of socioeconomic model system for activity-based modeling

Pendyala, R., Bhat, C., Goulias, K., Paleti, R., Konduri, K., Sidharthan, R., Hu, H. H., Huang, G. & Christian, K., Dec 1 2012, In : Transportation Research Record. 2303, p. 71-80 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Comparison of four-step versus tour-based models for prediction of travel behavior before and after transportation system changes

Ferdous, N., Vana, L., Bowman, J., Pendyala, R., Giaimo, G., Bhat, C., Schmitt, D., Bradley, M. & Anderson, R., Dec 1 2012, In : Transportation Research Record. 2303, p. 46-60 15 p.

Research output: Contribution to journalArticle

Regional planning
Travel time
Availability
36 Citations (Scopus)

Integrated land use-transport model system with dynamic time-dependent activity-travel microsimulation

Pendyala, R., Konduri, K., Chiu, Y. C., Hickman, M., Noh, H., Waddell, P., Wang, L., You, D. & Gardner, B., Dec 1 2012, In : Transportation Research Record. 2303, p. 19-27 9 p.

Research output: Contribution to journalArticle

Land use
Feedback
8 Citations (Scopus)

Joint household-level analysis of individuals' work arrangement choices

Khan, M., Paleti, R., Bhat, C. & Pendyala, R., Dec 1 2012, In : Transportation Research Record. 2323, p. 56-66 11 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Joint model of residential relocation choice and underlying causal factors

Kortum, K., Paleti, R., Bhat, C. & Pendyala, R., Dec 1 2012, In : Transportation Research Record. 2303, p. 28-37 10 p.

Research output: Contribution to journalArticle

Relocation
9 Citations (Scopus)

Joint vehicle holdings, by type and vintage, and primary driver assignment model with application for california

Vyas, G., Paleti, R., Bhat, C., Goulias, K., Pendyala, R., Hu, H. H., Adler, T. & Bahreinian, A., Dec 1 2012, In : Transportation Research Record. 2302, p. 74-83 10 p.

Research output: Contribution to journalArticle

Simulators
Greenhouses
Engines
Planning
Chemical analysis
29 Citations (Scopus)

Parental attitudes toward children walking and bicycling to school

Seraj, S., Sidharthan, R., Bhat, C., Pendyala, R. & Goulias, K., Dec 1 2012, In : Transportation Research Record. 2323, p. 46-55 10 p.

Research output: Contribution to journalArticle

Model structures
2011
18 Citations (Scopus)

Characteristics of premium transit services that affect mode choice

Outwater, M. L., Spitz, G., Lobb, J., Campbell, M., Sana, B., Pendyala, R. & Woodford, W., Jul 2011, In : Transportation. 38, 4, p. 605-623 19 p.

Research output: Contribution to journalArticle

premium
travel demand
Demonstrations
travel
inclusion
11 Citations (Scopus)

Design of comprehensive microsimulator of household vehicle fleet composition, utilization, and evolution

Paleti, R., Eluru, N., Bhat, C. R., Pendyala, R., Adler, T. J. & Goulias, K. G., Dec 1 2011, In : Transportation Research Record. 2254, p. 44-57 14 p.

Research output: Contribution to journalArticle

Simulators
Chemical analysis
38 Citations (Scopus)

Development of indicators of opportunity-based accessibility

Chen, Y., Ravulaparthy, S., Deutsch, K., Dalal, P., Yoon, S. Y., Lei, T., Goulias, K. G., Pendyala, R., Bhat, C. R. & Hu, H. H., Dec 1 2011, In : Transportation Research Record. 2255, p. 58-68 11 p.

Research output: Contribution to journalArticle

Travel time
Regional planning
Land use
Industry
Availability