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This works because Internet companies maintain statistical models of each of us, our likes and habits, and use them to decide what we see.
To maintain statistical significance, variables with less than 0.55 coefficient loading (equal to 30.25 % of the variance accounted for by the factor) are suppressed.
Hair et al. (1998) suggest that the factor loading can be smaller the larger the sample size and the larger the number of variables being analysed; and that the larger the number of factors, the larger should be the size of the loadings to maintain statistical significance.
Detractors may point out that the distinction between pre-treated and untreated patients (i) does not reflect clinical reality and (ii) will increase the number of participants required to maintain statistical power.
Rare alleles (<0.05) were pooled to maintain statistical power.
We will use multiple imputations to minimize attrition bias and maintain statistical power [ 78, 111].
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In this thesis, we consider the fundamental questions that arise when trading between multiple such criteria--computation, communication, privacy--while maintaining statistical performance.
The synthetic data are constructed to statistically approximate the data available within the secure and restricted access environment of the Census Bureau's Research Data Centers (RDCs), maintaining statistical integrity without compromising confidentiality.
In the multivariate analysis only renal failure maintained statistical significance (OR: 9.1, IC95%: 1.9-42.4, p = 0.005).
In addition, SMD allows one to minimize the number of peptides that must be synthesized, with maintained statistical robustness in the SAR analysis, when investigating the influence of physicochemical properties on the peptides' bioactivity.
Only the latter relationship maintained statistical significance after having adjusted for relevant covariates.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com