Selected article for: "data value and observed value"
Author: Pei, Sen; Morone, Flaviano; Liljeros, Fredrik; Makse, Hernán; Shaman, Jeffrey L
Title: Inference and control of the nosocomial transmission of methicillin-resistant Staphylococcus aureus
  • Document date: 2018_12_18
    • ID: 0dut9fjn_81
    Snippet: To test the statistical significance of the power-law fitting, we generated 10 4 synthetic datasets using the fitted model, computed their KS statistic with respect to the model, and compared the obtained distribution with the KS statistic of the data in Figure 4 -figure supplement 1B. If the p-value of the observed KS statistic is close to 0, we reject the hypothesis that the data are generated from the fitted model; otherwise, the power-law fit.....
    Document: To test the statistical significance of the power-law fitting, we generated 10 4 synthetic datasets using the fitted model, computed their KS statistic with respect to the model, and compared the obtained distribution with the KS statistic of the data in Figure 4 -figure supplement 1B. If the p-value of the observed KS statistic is close to 0, we reject the hypothesis that the data are generated from the fitted model; otherwise, the power-law fitting is statistically significant. This approach has been widely used in testing the statistical significance of power-law fitting (Clauset et al., 2009; Muchnik et al., 2013) . The 2-sided p-value for our data is 0.5374.

    Search related documents:
    Co phrase search for related documents
    • data value and hypothesis reject: 1, 2
    • data value and KS statistic: 1
    • data value and power law: 1, 2
    • data value and statistical significance: 1, 2, 3, 4, 5
    • fit model and hypothesis reject: 1
    • fit model and model respect: 1, 2, 3, 4
    • fit model and obtain distribution: 1, 2
    • fit model and power law: 1, 2, 3, 4, 5, 6, 7, 8, 9
    • fit model and statistical significance: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
    • hypothesis reject and statistical significance: 1, 2
    • KS statistic and power law: 1
    • power law and statistical significance: 1, 2