Author: Eamon B. O’Dea; Harry Snelson; Shweta Bansal
Title: Using heterogeneity in the population structure of U.S. swine farms to compare transmission models for porcine epidemic diarrhoea Document date: 2015_3_27
ID: 1xxrnpg3_5
Snippet: Here we first evaluate the sensitivity of a correlation analysis to transmission and contact parameters of a simulation model of PED spread among U.S. swine farms via spatial and transport-associated pathways. The model includes an error-prone observational component designed to mimic that of the real data. We then apply this correlation analyis to the real data. We follow up on this analyis by considering a larger group of explanatory variables .....
Document: Here we first evaluate the sensitivity of a correlation analysis to transmission and contact parameters of a simulation model of PED spread among U.S. swine farms via spatial and transport-associated pathways. The model includes an error-prone observational component designed to mimic that of the real data. We then apply this correlation analyis to the real data. We follow up on this analyis by considering a larger group of explanatory variables and applying stability selection to identify those with the most robust association with PED burdens. Using the selected variables, we formulate a simple model of farm-to-farm spread and estimate transmission parameters.
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