Using graphical models to interpret pavement condition data

Proceedings of the Institution of Civil Engineers: Transport

Volumn 158, Issue 4, 2005, Pages 213-218

  Attoh Okine, N O ^a   Paris, D ^b  

^a UNIVERSITY OF DELAWARE   (United States)

^b TUSKEGEE UNIVERSITY   (United States)

Author keywords

Inspection; Maintenance ; Pavement design; Statistical analysis

Indexed keywords

MAINTENANCE; MATHEMATICAL MODELS; STRUCTURAL ANALYSIS;

MULTIPLE LINEAR REGRESSIONS; PAVEMENT DESIGN; PAVEMENT PERFORMANCE;

PAVEMENTS;

MAINTENANCE; MODELING; PAVEMENT;

EID: 27844582918     PISSN: 0965092X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1680/tran.2005.158.4.213     Document Type: Conference Paper

References (21)

1. SIMPSON A. L., OWUSU-ANTWI E., PENDLETON O. J., and LEE Y. H. Sensitivity Analyses for Selected Pavement Distresses. Strategic Highway Research Program, National Research Council, Washington, 1994, SHRP-P-393, p. 342.
2. MCNEIL S. Tools to support management system integration for assets management. Proceedings of the 5th International Conference on Managing of Pavements, Seattle, 2001.
3. ATTOH-OKINE N. O. Roughness set application to data mining principles in pavement management database. ASCE Journal of Computing in Civil Engineering, 1997, 11, No. 4, 231-237.
4. PATERSON W. D. O. A transferable casual model of roughness progression. Transportation Research Record 1265, TRB, National Research Council, Washington DC, 1989, pp. 80-84.
5. PATERSON W. D. O. Road Deterioration and Maintenance Effects: Models for Planning and Management. Johns Hopkins University Press, Baltimore, 1987.
6. ATTOH-OKINE N. O. Predicting roughness progression in flexible pavements using artificial neural networks. Proceedings of the 3rd International Conference on Managing Pavements, San Antonio, 1994, 1, 55-62.
7. SOOD V. K., SHARMA B. M., KANCHAM P. K. and SITARAMANJANEYULU K. Pavement deterioration modeling in India. Proceedings of the 3rd International Conference on Managing Pavements, San Antonio, 1994, 1, 47-54.
8. WHITTAKER J. Graphical Models in Applied Multivariate Statistics. John Wiley, Chichester, 1990.
9. EDWARDS D. Introduction to Graphical Modeling. Springer, New York, 2002.
10. COX D. R. and WERMUTH N. Linear dependencies represented by chain graphs. Statistical Science, 1993, 8, 204-218.
11. LAURITZEN S. L. Graphical Models. Springer, New York, 1998.
12. CHRISTENSEN R. Log-Linear Models. Springer, New York, 1990.
13. HELFENSTEIN U., STEINER M. and MENGHINI G. An outline of graphical Markov models in dentistry. Community Dental Health, 1999, 16, No. 4, 220-226.
14. GATHER U., IMHOFF M. and FRIED R. Graphical models for models for multivariate time series from intensive care monitoring. Statistics in Medicine, 2002, 21, No. 18, 2685-2701.
15. STANGHELLINI E., MCCONWAY K. J. and ITEND D. J. A discrete variable chain graph for applicants for credit. Applied Statistics, 1999, 48, No. 2, 239-251.
16. MOHAMED W. N., DIAMOND I. and SMITH P. W. F. The determinant of infant mortality in Malaysia: a graphical chain modelling approach. Journal of the Royal Statistical Society, Series A, 1998, 161, No. 3, 349-366.
17. CAPUTO A., HEINICKE A. and PIGEOT I. A graphical chain model derived from a model selection strategy for sociologists graduate study. Biometrical Journal, 1999, 41, No. 2, 217-234.
18. KLEIN J. P., KELDING N. and KREINER S. Graphical models for panel studies illustrated on data from the Framingham heart study (working paper). Division of Biostatistics, Medical College of Wisconsin, 1992.
19. PATERSON W. D. O. and ATTOH-UKINE N. O. Simplified models for paved road maintenance based on HDM-III. Transportation Research Record, 1992, 1344, pp 99-105.
20. BLAUTH A. and PIGEOT I. GraphfitI: A Computer Program for Graphical Chain Models. Department of Statistics, University of Munich (undated).
21. ATTOH-OKINE N. O., MENSAH S. and NAWAISEH M. A new technique for using multivariate adaptive regression splines (MARS) in pavement roughness predictions. Proceedings of the Institution of Civil Engineers-Transport, 2002, 156, No. 1, 51-55.