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Least squares analysis involves the principle of optimization of the estimate based on minimizing the sum of the squared differences from the values predicted by the model.
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Then, the alternate optimization of the JMAP estimate algorithm becomes.
Prediction of three-dimensional structures of proteins and peptides by global optimization of the free energy estimate has been attempted without much success for over thirty years.
The reliable directional sensitivity of this interferometer allows the optimization of the measurement parameters to estimate the wavefront of the intensity patterns by regularization techniques.
The other block adjusts the generation levels based on the optimization objective and the estimate of the load mismatch.
This approximation is required to enable the low-complexity optimization described in Section 2.4, but may introduce a mismatch between the estimated distortion during the optimization of the protection allocation and the actual distortion observed at the receiver.
After applying TEMPI to these synthetic input data (X I, T, E ) for the 616 DRNs, the output variables (X t, G t, A t ) were estimated by the optimization of the likelihood function of the probabilistic graphical model (see Section 2.2).
Optimization of the data used full information maximum likelihood to estimate model parameters.
The model was parameterized by optimization of model estimates for arsenite (iAsIII), monomethylated (MMA) and dimethylated (DMA) arsenicals concentrations with time-course experimental data in human hepatocytes for a time span of 48 hours, and dose-response data at 24 hours for a range of arsenite concentrations from 0.1 to 10 μM.
However, additional optimization of the protocol may be necessary before the technique can reliably estimate fly age.
Estimating the parameters by the maximum likelihood method requires numerical optimization of the likelihood.
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