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We fitted a function predicting the decline in risk of macular degeneration after quitting to data from 7 studies involving 1,488 patients.
Using non-linear regression, we fitted a function describing PPV's dependence on specificity, sensitivity (the latter two values merged within the parameter f), and individual odds, whereby observed PPV was aggregated into 8 groups by score.
Using non-linear regression, we fitted a function corresponding to the mathematical description of PPV by specificity, sensitivity, and individual odds (represented by the score) to observed PPV in eight strata with different scores.
Since a power function relationship is often found for magnitude estimation data (Stevens, 1957), we fitted a function of the form f(x) = c x α to the normalized wind speed estimates.
In order to estimate the parameters of leaf growth kinetics, leaf length measurements for each plant and leaf against thermal time were fitted a function inspired from the Euler integral [ 12, 29, 30], such that: (1) Y = Y m ⋅ 1 + t e - t t e - t m ⋅ t - t c t e - t c t e - t c t e - t m for tc ≤ t ≤ te and tc ≤ tm < te.
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To fit a function with the non-linear least squares optimization, the shape of the function is needed.
In ADP, one fits a function approximator to state vs. 'cost-to-go' data and solves the Bellman equation with the approximator in an iterative manner.
The simulation results were then used along with the ANN (Artificial Neural Networks) to fit a function to estimate the amount of absorbed energy.
Also empirical data were available to fit a function for the subpopulation of trees smaller than 1.3 m height with DBH = 0.
A previous study has also captured cohort effects by fitting a function for declining infection rates to age-stratified seroprevalence data [ 34].
DOI: http://dx.doi.org/10.7554/eLife.06980.007 We could fit a function to the recorded data, which takes the form (3) y = a x b + c.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com