Preliminary Cost Estimation of Highway Projects Using Statistical Learning Methods

Author:

Zhang Yuanxin1ORCID,Minchin R. Edward2ORCID,Flood Ian3,Ries Robert J.2ORCID

Affiliation:

1. Associate Professor, School of Management, Guangzhou Univ., 230 W Outer Ring Rd., University Park, Panyu Di., Guangzhou 510006, China (corresponding author). ORCID: .

2. Professor, Rinker School of Construction Management, Univ. of Florida, 304 Rinker Hall, Gainesville, FL 32611. ORCID: .

3. Professor, Rinker School of Construction Management, Univ. of Florida, 304 Rinker Hall, Gainesville, FL 32611.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Strategy and Management,Industrial relations,Building and Construction,Civil and Structural Engineering

Reference65 articles.

1. Regularization Neural Network for Construction Cost Estimation

2. Alavi, S., and M. P. Tavares. 2009. Highway project cost estimating and management. Helena, MT: Montana DOT.

3. Preliminary cost estimation of highway construction using neural networks;Al-Tabtabai H.;Cost Eng.,1999

4. Anderson, S. D., and I. D. Damnjanovic. 2008. Selection and evaluation of alternative contracting methods to accelerate project completion. Washington, DC: Transportation Research Board.

5. Anderson, S. D., K. R. Molenaar, and C. J. Schexnayder. 2007. Guidance for cost estimation and management for highway projects during planning, programming, and preconstruction. Washington, DC: Transportation Research Board.

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