Exploring Imputation Techniques for Missing Data in Transportation Management Systems

Transportation Research Record

Volumn , Issue 1836, 2003, Pages 132-142

  Smith, Brian L ^a   Scherer, William T ^b   Conklin, James H ^b  

^a UNIVERSITY OF VIRGINIA   (United States)

^b University of Virginia   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SOFTWARE; DATA REDUCTION; DATABASE SYSTEMS; ERROR ANALYSIS; HEURISTIC METHODS; STATISTICAL METHODS; STRATEGIC PLANNING; TRANSPORTATION;

IMPUTATION TECHNIQUES; TRANSPORTATION MANAGEMENT SYSTEMS (TMS);

MANAGEMENT INFORMATION SYSTEMS;

EID: 1642365673     PISSN: 03611981     EISSN: None     Source Type: Journal    
DOI: 10.3141/1836-17     Document Type: Conference Paper

References (7)

1. Turner, S. M., T. Lomax, and R. Margiotta. Monitoring Urban Roadways in 2000: Using Archived Operations Data for Reliability and Mobility Measurement, Texas Transportation Institute, College Station, 2001.
2. AASHTO Guidelines for Traffic Data Programs. AASHTO, Washington, D.C., 1992.
3. Allison, P. D. Missing Data. Sage Publications, Thousand Oaks, Calif., 2002.
4. Turner, S. M., W. L. Eisele, B. J. Gajewski, L. P. Albert, and R. J. Benz. ITS Data Archiving: Case Study Analyses of San Antonio TransGuide Data. Texas Transportation Institute, College Station, 1999.
5. Highway Capacity Manual. TRB, National Research Council, Washington, D.C., 2000.
6. Smith, B. L., and J. H. Conklin. Use of Local Lane Distribution Patterns to Estimate Missing Data Values from Traffic Monitoring Systems. In Transportation Research Record: Journal of the Transportation Research Board, No. 1811, TRB, National Research Council, Washington, D.C., 2002, pp. 50-56.
7. Little, R. J. A., and D. B. Rubin. Statistical Analysis with Missing Data, 2nd ed. John Wiley and Sons, New York, 2002.