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21 To estimate the strength of correlations between study measures, a correction for attenuation arising from measurement error was applied:, 22 23 where ρxy=true correlation between x and y, rxy=observed correlation between x and y, rxx=estimated reliability of x and ryy=estimated reliability of y.
The deterministic component responds quickly to deterministic changes while the stochastic component minimizes the effects arising from measurement delays of uncertain duration.
The optimal set of the parameters (control line, sample size and sampling interval) is determined using genetic algorithms and the Nelder-Mead direct search algorithm to minimize the risks arising from measurement uncertainty.
Moreover, by relaying on IV, researchers mitigate the extent of bias arising from measurement error in the (subjectively assessed) language proficiency variables.
The randomness in the direction of the induction arrows in the Cambay rift basin may be attributed to a variation in thickness of the sediments and errors arising from measurement of the vertical magnetic field.
Bayesian approaches have been adopted for adjusting bias arising from measurement error [ 5].
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In addition, trials on tumour cell lines were conducted, which identified challenges arising from measurements in biological material.
Statistical uncertainties arising from measurements contribute only to the diagonal elements of the covariance matrix, but the off-diagonal contributions arise from multiple sources like systematic errors in cross-section measurement, correlation due to nuclear reaction formalism, etc.
To correct temporal autocorrelations arising from measurements repeated in time, to prevent temporal pseudoreplication and to control Type I error, a two-way repeated multivariate analysis of variance MANOVA (statistic: Wilk's Lambda Λ) was used to compare all the recorded variables between sight-allowed and isolated pairs through time in Phase 2 (factors: days and sight-allowed/isolated pairs).
The 'random coefficient' model treats the regression coefficients arising from measurements made in individual trabeculae as a random sample from a multivariate normal population of possible coefficients [ 56].
Such discordance may arise from measurement variability, change over time, or because A1C, FPG, and postchallenge glucose each measure different physiological processes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com