Author: Liu, Wendi; Tang, Sanyi; Xiao, Yanni
Title: Model Selection and Evaluation Based on Emerging Infectious Disease Data Sets including A/H1N1 and Ebola Document date: 2015_9_15
ID: 0j4is0n4_64
Snippet: In Figure 4 , we fit the data sets for Guinea, Liberia, Sierra Leone, and West Africa based on four candidate models, and our results show that the best models are different for different data sets. In particular, the "best" model is Richards model for Liberia and Sierra Leone, and 0 could be underestimated if we choose the Logistic model for Liberia and Sierra Leone, while turning point could be underestimated if we choose Gompertz model for Lib.....
Document: In Figure 4 , we fit the data sets for Guinea, Liberia, Sierra Leone, and West Africa based on four candidate models, and our results show that the best models are different for different data sets. In particular, the "best" model is Richards model for Liberia and Sierra Leone, and 0 could be underestimated if we choose the Logistic model for Liberia and Sierra Leone, while turning point could be underestimated if we choose Gompertz model for Liberia and Sierra Leone, as shown in Table 8 and Figure 6 . The error is too big when fitting data of Liberia and Sierra Leone with Rosenzweig model, so we only compare the estimation of 0 and about Logistic, Gompertz, and Richards model.
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