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Using Amazonian Dark Earths as example, we discuss the application of threshold values for specific stanols to evaluate faeces deposition in archaeological soils and demonstrate an alternative approach which is based on a comparison of the concentration patterns of 5β-stanols with the concentration patterns of their precursors and their 5α-isomers as well as with local backgrounds.
The advantage of analysing concordance rates over the application of threshold models is that it does not involve any strong assumptions such as a normally distributed continuous latent trait.
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The application of threshold-excess extreme value analysis techniques to storm-event statistics provides a simple, statistically efficient means of characterizing frequency of extreme storm-event depths and durations.
Continuous remote data analysis applies behavior learning methods by modeling walking habits and allows the detection of deviations by application of thresholds defined by the expert.
The assumption tends to be made that it is either only necessary to provide explicit, justified reasons for a judgment about significance and/or to explicitly apply a prescribed procedure a procedure usually involving the staged application of thresholds and/or criteria.
First of all, the application of thresholds was necessary to simplify the data.
Fig. 4 Precision and Recall distributions achieved by the models for the WOMBAT test data after application of thresholds.
Filtering and application of thresholds based on global maxima are used to remove unwanted noise and extract evolutionary characteristics from the bicoherence.
For example, the application of thresholds, such as minimum training presence, for geographic projections is contentious when applied to overfit models, but stable and relatively uncontroversial when applied to less complex models (e.g., AICc-MCP-90 versus AICc-MCP-86).
As an alternative to reweighting, we also considered the application of thresholds to matrix A prior to computing the LP solution.
For the application of the threshold method – Pit Under Threshold (PUT) – a mean deficit function is defined.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com