National Academies Press: OpenBook
« Previous: Chapter 6: Implementation Plan
Page 141
Suggested Citation:"References." National Academies of Sciences, Engineering, and Medicine. 2021. Investigating the Relationship of As-Constructed Asphalt Pavement Air Voids to Pavement Performance. Washington, DC: The National Academies Press. doi: 10.17226/26219.
×
Page 141

Below is the uncorrected machine-read text of this chapter, intended to provide our own search engines and external engines with highly rich, chapter-representative searchable text of each book. Because it is UNCORRECTED material, please consider the following text as a useful but insufficient proxy for the authoritative book pages.

141 References Akaike, H. 1974. “A New Look at the Statistical Model Identification.” IEEE Transactions on Automatic Control, Vol. 19, No. 6, pp. 716–723. Amari, S. 1998. “Natural Gradient Works Efficiently in Learning.”. Neural Computation, Vol. 10, No. 2, pp. 251–276. Choi, J., T. Adams, and H. Bahia. 2004. “Pavement Roughness Modeling Using Back-Propagation Neural Networks.” Computer-Aided Civil and Infrastructure Engineering, Vol. 19, pp. 295–303. Devore, J.L. 2015. “Probability and Statistics for Engineering and the Sciences.” Cengage Learning. Federal Highway Administration. 2016. “2016 Highway Performance Monitoring System (HPMS)- Field Manual.” Office of Highway Policy Information. Good, P.I., J.W. Hardin. 2012. “Common Errors in Statistics.” 4th Edition, John Wiley & Sons. Gu, F., X. Luo, Y. Zhang, Y. Chen, R. Luo, and R. Lytton. 2018. “Prediction of Geogrid-Reinforced Flexible Pavement Performance Using Artificial Neural Network Approach.” Road Materials and Pavement Design, Vol. 19, No. 5, pp. 1147–1163. Huang, Y.H. 2004. “Pavement Analysis and Design.” 2nd ed. New Jersey: Prentice Hall. Kim, R., B. Underwood, M. Sakhaei Far, N. Jackson, and J. Puccinelli. 2011. “LTPP Computed Parameter: Dynamic Modulus.” Final Report No. FHWA-HRT-10-035, McLean, VA. Koenker, R. 2019. quantreg: Quantile Regression. R package version 5.54. https://CRAN.R-project.org/package=quantreg Koenker, R.W., and V. d’Orey (1987, 1994). Computing Regression Quantiles. Applied Statistics, Vol. 36, pp. 383–393, and Vol. 43, pp. 410–414. Koenker, R., and J.A.F. Machado. 1999. "Goodness of Fit and Related Inference Processes for Quantile Regression." Journal of the American Statistical Association 94.448. pp. 1296–1310. Lüdecke, D. 2018. “sjmisc: Data and Variable Transformation Functions.” Journal of Open Source Software, Vol. 3, No. 26, doi: 10.21105/joss.00754. Masad, E., A. Rezaei, A. Chowdhury, and P. Harris. 2009. “Predicting Asphalt Mixture Skid Resistance Based on Aggregate Characteristics.” Final Report No. FHWA/TX-09/0-5627-1, Austin, Texas. Mayer, D.G., and D.G. Butler. 1993. "Statistical Validation", Ecological Modelling, Vol. 68: pp. 21–32, doi:10.1016/0304- 3800(93)90105-2. Miller, J.S., and W.Y. Bellinger. 2003. “Distress Identification Manual for the Long-Term Pavement Performance Program.” FHWA RD-03-031, McLean, Virginia, USA. Montgomery, D.C. 2009. “Design and Analysis of Experiments.” 7th Edition. John Wiley & Sons. More, J. 1978. “The Levenberg-Marquardt Algorithm, Implementation and Theory.” Numerical Analysis, Vol. 630, pp. 105– 116. R Core Team. 2019. “R: A Language and Environment for Statistical Computing.” R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/ Seeds, S.B., R.G. Hicks, G.E. Elkins, H. Zhou, and T.V. Scholz. 2002. NCHRP Project 20-50(14)- LTPP Data Analysis Significance of as Constructed AC Air Voids to Pavement Performance. Draft Final Report, February 2002. Selezneva, O.I., and M.E. Hallenbeck. 2018. “Guidance to Facilitate the Analysts’ Use of the LTPP Traffic Data, Including Estimating Traffic Loads, Phase 1 Report: LTPP Traffic Data Needs Assessment, Proposed Traffic Parameters and Means to Facilitate Their Use.” Unpublished report for FHWA contract DTFH6114C00018, published as part of LTPP Standard Data Release 33 in InfoPave. Therneau, T, M. Patricia, and M. Grambsch. 2000. “Modeling Survival Data: Extending the Cox Model.” Springer, New York. ISBN 0-387-98784-3. Tran, N., P. Turner, and J. Shambley. 2016. Enhanced Compaction to Improve Durability and Extend Pavement Service Life: A Literature Review. NCAT Report 16-02R, National Center for Asphalt Technology, Auburn, AL. Van Buuren, S. 2018. “Flexible Imputation of Missing Data”. Second Edition. Chapman & Hall/CRC, Boca Raton, FL. Van Buuren, S., and K. Groothuis-Oudshoorn. 2011. “mice: Multivariate Imputation by Chained Equations in R.” Journal of Statistical Software, Vol. 45, No. 3, pp. 1-67. URL https://www.jstatsoft.org/v45/i03/. Witczak, M. 2003. “Harmonized Test Methods for Laboratory Determination of Resilient Modulus for Flexible Pavement Design.” NCHRP 01-28A, Washington, D.C.

Next: Appendix »
Investigating the Relationship of As-Constructed Asphalt Pavement Air Voids to Pavement Performance Get This Book
×
 Investigating the Relationship of As-Constructed Asphalt Pavement Air Voids to Pavement Performance
MyNAP members save 10% online.
Login or Register to save!
Download Free PDF

Several controlled laboratory studies have shown that air voids (AV) can have a large effect on the performance of asphalt pavements. AVs that are either too high or too low can cause a reduction in pavement life.

The TRB National Cooperative Highway Research Program's NCHRP Web-Only Document 299: Investigating the Relationship of As-Constructed Asphalt Pavement Air Voids to Pavement Performance determines the effect of in-place AVs on the performance of asphalt concrete (AC) pavements.

The document also has supplemental appendices that are available by request to Ed Harrigan. They include data sets for LTPP, Pavement ME Design Validation, MnROAD Validation, and NCAT Validation.

READ FREE ONLINE

  1. ×

    Welcome to OpenBook!

    You're looking at OpenBook, NAP.edu's online reading room since 1999. Based on feedback from you, our users, we've made some improvements that make it easier than ever to read thousands of publications on our website.

    Do you want to take a quick tour of the OpenBook's features?

    No Thanks Take a Tour »
  2. ×

    Show this book's table of contents, where you can jump to any chapter by name.

    « Back Next »
  3. ×

    ...or use these buttons to go back to the previous chapter or skip to the next one.

    « Back Next »
  4. ×

    Jump up to the previous page or down to the next one. Also, you can type in a page number and press Enter to go directly to that page in the book.

    « Back Next »
  5. ×

    To search the entire text of this book, type in your search term here and press Enter.

    « Back Next »
  6. ×

    Share a link to this book page on your preferred social network or via email.

    « Back Next »
  7. ×

    View our suggested citation for this chapter.

    « Back Next »
  8. ×

    Ready to take your reading offline? Click here to buy this book in print or download it as a free PDF, if available.

    « Back Next »
Stay Connected!