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The decision to include only the patients' first episode and to exclude physicians and physiotherapists with only one observation (missing coefficient of variation) led to a studied population of 87,866 episodes dispensed by 3,365 physiotherapists based on referrals by 6,131 physicians.
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Again, because of a missing coefficient for the intercept, we could not assess calibration.
The modeling approach is used to compute the missing coefficients, d15 and d16 of the [111] poled crystal from the [001] and [110] properties.
M2 was the multivariate meta-analysis after mean imputation of missing coefficients, whose method was proposed in Debray et al. [ 6].
In this note, we shall derive certain sufficient conditions for univalency of analytic functions with missing coefficients.
Figure 2 c depicts that the number of missed coefficients as a function of the ratio m/n is decreasing.
We obtain reconstruction of x ⋆ from y by using either the BIHT, RFPI, LP, GAMP, or Algorithm 3. Four metrics, the signal-to-noise ratio (SNR), the Hamming error, the number of missing nonzero coefficients, and the number of misidentified nonzero coefficients, respectively, are used to evaluate the quality of the reconstruction.
a average SNR vs m/n; b average Hamming error vs m/n; c average number of missing nonzero coefficients vs m/n; and d average number of misidentified nonzero coefficients vs m/n.
a average SNR vs sparsity; b average Hamming error vs sparsity; c average number of missing nonzero coefficients vs sparsity; and d average number of misidentified nonzero coefficients vs sparsity.
a average SNR vs signal size; b average Hamming error vs signal size; c average number of missing nonzero coefficients vs signal size; and d average number of misidentified nonzero coefficients vs signal size.
Figure 3 c indicates that GAMP performs much better than the other algorithms in terms of the number of missing nonzero coefficients while Fig. 3 d indicates that GAMP performs much worse than the other algorithms in terms of the number of misidentified nonzero coefficients.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com