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It is found that the correlated data is in good agreement with the experimental data.
The results show that the correlated data of NRTL and Wilson models are both in keep with the experimental data, and the UNIFAC parameters of the new group (CN) were determined using the obtained VLE data.
Principal component analysis (PCA) is used to reduce the correlated data to five principal components (PCs) that capture over 91% of the physical environmental variation in the study area.
Based on the characteristics and the observation that data access on disk drives is highly skewed, the frequently accessed data blocks and the correlated data blocks are clustered into objects and moved to the outer zones of a modern disk drive.
Furthermore, the estimation of joint entropy of the correlated data set helps in maximizing information integrity.
This new decomposition generalizes the HOSVD and highlights the correlated data in a multidimensional set.
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The first three PCs explained 60% of the total variation present in the patterned correlated data set of X ¯ 159 × 14.
A clear visualization of the most correlated data can be obtained by the S-plot reported in Figure 3. Here, in the x-axis we report magnitude of loadings (modelled covariation) and in the y-axis their reliability (modelled correlation).
We used generalised estimating equations for binary outcomes, with logit link for the analyses of correlated data because the factors potentially associated with violence during follow-up were serial (time dependent) measures.
Road safety data are often correlated in space or time, raising the suspicion of correlated data (and hence residuals), which violates one of the underlying assumptions (that of independent disturbances).
Second, we examined reports of unprotected sex in the past six months during study follow-up using generalized estimating equations (GEE) with a logit link function and an exchangeable correlation structure for the analysis of correlated data [ 19].
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