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The phenotypic data consisted of adjusted grain yield ton/ha) records collected during three evaluation cycles (W1: cycle 2010−2011, N = 732; W2: cycle 2011−2012, N = 672; and W3: cycle 2012−2013, N = 811); each cycle included a different set of advanced breeding lines.
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Parameter estimation consisted of adjusting parameters to maximize this goodness-of-fit, with standard methods available to estimate the uncertainty in each parameter (Appendix S3).
The resulting RNA was subjected to an additional LiCl precipitation purification step to remove DNA, which consisted of adjusting the final LiCl concentration of the aqueous RNA solution to 2M (from 10M LiCl stock solution).
The effects of treatments on adiposity, blood pressure and biochemical indicators were assessed by examining 2-way interactions (time × intervention) with random effects specified in these analyses, which consisted of adjusting errors for clustering at the school level with a random intercept model.
Training a network consists of adjusting its weights using a training algorithm.
It consists of adjusting the parameters of each model λ independently to maximize the likelihood Pr(O|λ).
A widely used technique for noise reduction consists of adjusting each frequency component of the noisy signal accordingly with a function properly defined, usually called coring function [11].
The author has developed a new leveling method for use with magnetic survey data, which consists of adjusting each measurement using the weighted spatial average of its neighboring data and subsequent temporal filtering.
In an associated Excel file (Online Resource 5), we have illustrated the autoregressive approach which consists of adjusting the series by an AR model of high enough order and calculating the spectrum of the corresponding process, without the restrictions on series length of the fast Fourier transform.
The error weighting consists of adjusting for additive and multiplicative noise.
Creating the SOM consists of adjusting the weights of the neuron during a training phase.
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