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Temporal trends evident after plotting the raw data, were further explored using a range of smoothing techniques; a useful way of making seasonal components clearer.
Different approaches allow for FDA representations as smooth functions, and the published studies used a range of smoothing techniques for the estimation of discretely observed data.
As a sensitivity analysis, we present results for a range of smoothing parameters, expressed as d.f., with models with more d.f.
When we used a range of smoothing parameters to determine if the relationship between the logit function for breast cancer and PCE exposure changed across exposure values, we found similar results across the range of span sizes (data not shown).
To investigate the effect of G′-test's smoothing window sizes on the number of false-positive and false-negative peaks, we simulated TEX-QTL on a chromosome with one QTL by using a range of smoothing window sizes.
Stand density estimated from the ground plots was used to define a suitable range of smoothing levels to be applied to the CHM image.
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Within the range of best smoothing parameters,.13 occurred the most often, so we decided that the best parameter for smoothing was a quadratic polynomial with a.13 smoothing parameter.
The range of this smoothing is defined by the NSmooth parameter.
To this end, we computed the peak and lower bound estimates with a range of different smoothing bandwidths for origin-destination city pairs that had at least 10,000 inter-observation times within the time span of the data.
The FWHM of 8 mm used for this analysis is within the range of the smoothing filters used in the original studies included in the meta-analysis (from 4 mm to 12 mm).
We first searched a range of possible smoothing parameters to find the value of λ that minimized the generalized cross validation (GCV) score.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com