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These partly include the finite difference method, finite element methods, the least squares method, and a collocation method with quadratic B-splines, cubic B-splines and septic splines; we refer to [9 20], and references therein.
In the LOWESS and LOESS methods, the least square criterion is modified by multiplication of the squared error at x i by a nonnegative weight factor, w i, before the sum of the squared error is minimized.
Among the parametric methods, the least squares regression has the highest accuracy of prediction values when epistasis is present.
The pill had the widest geographic spread, and male methods the least; such imbalances limit easy movement between methods to adjust to personal circumstances and aims.
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Table 1 Parameters for the three methods: the least-squares method, the single-filter structure method, and the CAPZ method.
Table 2 Computational complexity of crosstalk cancellation filter estimation for the three methods: the least-squares method, the single-filter structure method, and the CAPZ method.
Figure 4 Mean signal-to-crosstalk ratio (SCR) at different inverse filter lengths for the three methods: the least-squares method (LS), the single-filter structure method (SF), and the CAPZ method.
Now we discuss the computational complexity of the three methods (the least-squares method, the single-filter structure method, and the CAPZ method) from two aspects: crosstalk cancellation filter estimation and implementation.
Table 3 Optimal delay at various inverse filter lengths (in samples) for the three methods: the least-squares method (LS), the single-filter structure method (SF), and the CAPZ method.
It can yield comparable crosstalk cancellation as the other two methods do. Figure 3 Mean signal-to-distortion ratio (SDR) at different inverse filter lengths for the three methods: the least-squares method (LS), the single-filter structure method (SF), and the CAPZ method.
Patient subjects provided the greatest sources of variation in the mixed model ANOVA, with replicates and processing method the least.
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