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Optimization of second-phase spatial sampling using auxiliary information
In spatial sampling, once initial samples of the primary variable have been collected, it is possible to take additional measurements at other locations, an approach known as second-phase sampling. In this dissertation, ...
Inferring OD-Pairs and Utility-Based Travel Preferences for Shared Mobility System Users in a Multi-Modal Environment
This thesis develops new methods to identify individual traveler's preferences and at the same time, infer \true" Origin-Destination (OD) locations based on incomplete route information of shared mobility system uses in a ...
Effectiveness of Various Public Private Partnership Pavement Rehabilitation Treatments: A Big Data Informatics Survival Analysis of Pavement Service Life
Past research efforts have used a wide variety of methodological approaches to analyze pavement performance indicators, pavement rehabilitation treatments, and pavement service life. Using big data informatics methods, the ...
The Moran correlation coefficient
Spatial correlation depicts the pattern of similarity or regularity between two spatially distributed variables. It not only implies the shared information contained in both observed variables of interest from a spatial ...