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The only changes for implementing the estimator (2) are in steps 1 and 3, where we have to use r x (t, τ) and their associated eigenvalues and eigenfunctions, {λ k } and {ϕ k (t)}, instead.
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We have implemented the estimators of Merdjani and Zhu and obtained Zhang's from its author.
To evaluate the feasibility in implementing the proposed estimator, we investigate the computational complexity of the estimator in terms of required floating point multiplications and additions (flops) [38].
In the regression model analysis for the temporal changes in plasma vit E and Se, no specific correlation pattern between repeated measurements was found, and thus a simple cluster adjustment for the repeated measurement was used, by implementing the robust estimator in the regression model procedure.
Some estimators may be used to implement the estimation algorithms.
For each group of promoters, quartiles and deciles for the motif positions were computed using a custom perl script implementing the median-unbiased estimator algorithm [ 79].
They implemented the MAP estimator by a dynamic programming procedure based on measurement collected over several frames.
Thereafter, Bia and Mattei (2008) developed a software program in Stata called gpscore to implement the GPS estimator.
For the proposed FOSB-based tracking scheme, despite the location accuracy, adopting the distributive approach using the prediction-correction recursion to implement the location estimator significantly reduces the computational complexity, as shown in Table 4.
We choose the exogenous variables X1 = (ABF, Group1, Group2, Year), Z1 = (Female) to implement the HT estimator.
AL conceived, derived, and implemented the ML estimator; designed and analyzed the Monte Carlo simulations and analyzed the real world data; wrote the paper.
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