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A recovered estimate of the residual variance (see (4)) can be used in a parametric bootstrap [71] to recover a substitute for a missing covariance matrix (text{c} widetilde{text{o}}vleft( {{hat{mathbf{b}}}} right).) The refitting begins with n random draws of residuals (e j *, j = 1, …, n) from a t-distribution with n − q degrees of freedom.
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Robust estimates of variance were closer to actual estimates of variance than refitted and recovered estimates.
The relative error in recovered estimates of the residual standard error varied from approximately −20 to +35%%.
Several subsequent analyses using more recent methods have also recovered estimates from within the Permian, 289 and 265 Mya [ 36- 39].
Tabled estimates of the residual standard errors for the three Quercus spp. Were three to four times smaller than recovered estimates.
In terms of MC analysis, outlier loci consistently recovered estimated stock proportions that most closely mirrored simulated proportions without exception (Table 3; Table S5).
Hence, the recovered estimates of uncertainty are assumed compatible with estimates that could have been obtained from a sample taken from the population, for which we desire estimates of biomass.
The purpose of this Monte Carlo simulation study was to compare the properties of the linear regression model to the more novel beta regression, variable-dispersion beta regression and fractional logit regression models at recovering estimates of average proportion/percentage/rate differences in a two-sample design.
to reflect the amount of noise and interference in the recovered signal estimate.
Then the HA was recovered to estimate the efficiency of the recovery procedure via SEC analysis.
Let us assume to have recovered an estimate α ̂ ( i − 1 ) of the original signal α(i−1).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com