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Due to the strongly correlated structure of the genotype data, the correlation matrix can be ill-conditioned and, therefore, result in a large standard error for the imputed Z-scores.
This allowed obtaining a sequence of progressively coarsened nanoporous Au samples with correlated structure.
Four space-time models take various forms to accommodate correlated structure in space and time, nested data, and nonstationarity.
The negative thermal expansion (NTE) performance and correlated structure and magnetism for Si-doped Mn3Cu1−xSixN (x=0.1 0.5) are investigated.
Three sets of experiments were performed, using a "homogeneous" packing, a randomly heterogeneous packing using sand of two grain sizes, and an exponentially correlated structure using sand of three grain sizes.
We found that the initially highly correlated structure had no observable effect on the evolution of particle size distributions, but did have an effect on the coarsening rate of the system.
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Scalar correlations are analyzed on both single-shot and statistical basis, and resolvable correlated structures of ∼100 µm between scalars are captured.
Highly correlated structures that model pore clogging and sedimentation can be generated.
After overgrowth with the matrix material, the deposition of the next SML insertion is controlled by the non-uniform lateral strain distribution caused by the underlying strained islands and different types of correlated structures can be formed [29].
For example, the extension of wavelet transforms to the estimation of time-varying energy density permits the tracking of evolutionary characteristics in the signal using instantaneous wavelet spectra and the development of measures like wavelet-based coherence to capture intermittent correlated structures in signals.
However, with multilevel correlated structures commonly used, maximum likelihood estimation (MLE) methods often underestimate the standard error; thus, the statistical significance is overestimated (28).
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Justyna Jupowicz-Kozak
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