C-SHRP BAYESIAN MODELLING : A USER'S GUIDE
The user's guide describes the Bayesian regression methodology developed by the Canadian Strategic Highway Research Program (C-SHRP) for the Canadian Long Term Pavement Performance (C-LTPP) monitoring program. The purpose of this guide is to fill the need for a single, comprehensive overview of the methodology. It provides the reader with the essential theory of Bayesian regression, a step-by-step guide to applying C-SHRP's 10 step Bayesian regression template, and an example modelling application based on analysis of the C-LTPP experimental data. This guide is accompanied by a CD-ROM which contains complementary references linked to specific sections of the guide. Content includes the final reports from a number of Bayesian modelling projects, notes from training seminars on Bayesian regression, and spreadsheets which demonstrate use of the software. (A)
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Availability:
- Find a library where document is available. Order URL: http://worldcat.org/isbn/1551870258
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Corporate Authors:
Transportation Association of Canada
Canadian Strategic Highway Research Program, 2323 St Laurent Boulevard
Ottawa, Ontario K1G 4K6, Canada -
Authors:
- KAWESKI, D
- NICKESON, M
- Publication Date: 1997
Language
- English
Media Info
- Features: References;
- Pagination: XI+108P
Subject/Index Terms
- TRT Terms: Durability; Flexible pavements; Forecasting; Mathematical models; Methodology; Regression analysis
- Identifier Terms: Strategic Highway Research Program
- Geographic Terms: Canada
- ITRD Terms: 8018: Canada; 5910: Durability; 2944: Flexible pavement; 132: Forecast; 6473: Mathematical model; 9102: Method; 6588: Regression analysis; 9122: SHRP
- Subject Areas: Data and Information Technology; Highways;
Filing Info
- Accession Number: 00748331
- Record Type: Publication
- Source Agency: Transportation Association of Canada (TAC)
- ISBN: 1-55187-025-8
- Files: ITRD
- Created Date: May 27 1998 12:00AM