Based on over-fitting considerations, it was expected that the merged data sets containing more samples would tolerate larger gene signatures.
However, the methods for forecasting products from CODE, ESA, and UPC, as well as ARPG, presented in this manuscript are actually based on mathematical fitting without consideration of the physical processes.
Our framework details data source and preparation, function requirements, data fitting approaches, uncertainty considerations and documentation required to derive a new vulnerability and/or function for a critical infrastructure sector or component impacted by volcanic hazards.
Besides statistical criteria supporting the decision on the best fitting model, content-related considerations and theoretical implications must also guide the decision process [40, 41].
Sample size considerations for fitting of frequency distributions.
When a Raman signal is present in the spectrum, the data points containing the peaks are removed from consideration before the fitting of the polynomial to ensure that the fit is not biased.
This shift was taken into consideration in the fitting procedure.
For giving consideration to both fitting effect and efficiency of a continuous PH distribution, we apply the maximum likelihood method to the dense subset HErD of PH distribution and design a SS & IAGA-EM algorithm for study.
Meanwhile, the minima of the R values correlate with the interface between two adjacent lamellae, in agreement with our previous considerations about the fitting accuracy (Fig. 2).
Due to the limited fluorescence signal available, which was constrained by photobleaching considerations, we applied global fitting, for which the two lifetime components (τ1 and τ2) were linked across the whole FLIM time series.
A unified fitting function is established for fitting a group of faulted bedding planes with the consideration of local discontinuities due to faults.
