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Every speech across the world emphasised that Humboldt had seen an "inner correlation" between all aspects of nature.
The results from these two methods were quite similar with ICC=0.98, which implied that experts' judgment was consistent with the inner correlation of the indicators.
To compare more about the performance of IGGAUCS and G L1Cox in parameter estimation, we show the results for each parameter with different inner correlation structures (0.1, 0.5, 0.9) in Figure 1.
Its performance is much better than G L1Cox regression, when the inner correlation in a group is high (γ = 0.9) and the variables within a group have weak association with survival time.
We used a simulated dataset to evaluate how different pathway factors, namely the number of genes in the pathway, the type of pathway profile and the percentage of pathway inner correlation (defined as the percentage of genes in the pathway that follow the main pathway profile) would affect the network results.
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As planning was predestined to develop "strategic concepts for the solution of complex political problems under consideration of their contexts and longer-term consequences", the connection to systems analytical models, which explored the inner correlations of the system, was obvious.15.15
In the objective method, a principal component analysis was used to explore the objective inner correlations of different indicators, which may not be easily distinguished by human perception.
The higher the score, the more reliable the generated scale is, meaning that its items demonstrate a high degree of inner-correlation.
One interesting result is that the test GAUCSs become smaller as the inner group correlation coefficient γ increases from 0.1 to 0.9.
The use of a metric distance (least-squares, spectral angle, sliding inner product, correlation function) for comparing spectra and scoring the result is especially ineffective when the spectra contains substantial and structured chemical noise.
Table 1 shows that IGGAUCS with p = 0.1 outperforms the G L1Cox in that IGGAUCS can identify the true group structures more frequently under different inner group correlation structures.
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