adaptive methodPearson (1905) introduced the correlation ratio 畏2 as a measure for the non-linear influence of an input random vector X on an output random variable Y especially for cases in which linear regres
Pearson's correlationis theparametric testfor correlation between two continuous (scaled-interval/ratio) variables. The assumptions to apply the test are as follows: (1)normal distribution, (2) independence of observations, and (3) linear relationship. If the first assumption, that is, normalcy, ...
To ensure a fair comparison and avoid data imbalances, we carefully select samples for the dataset cases: dataset 1 (source dataset) to dataset 2 (target dataset) in a ratio of 34:34 to 10:10, and dataset 2 (source dataset) to dataset 1 (target dataset) in a ratio of 14:14 to 25...
a different method was used to infer spouse pairs, based on genetic trios to obtain mother-father pairs. However, we could not determine whether the 23andMe ‘parents’ were separated and not living together. We also did not have information on whether couples in the UK Biobank or 23andMe ...
A method for estimating soil moisture storage in regions under water stress and storage depletion: a case study of Hai River Basin, North China (pages 2275... Soiloisture isonsiderationoroilonservation,gricultural productionndlimateodelling.hisrticle presentsimpleethodor estimatingoiloisturetoragender...
However, that detector becomes very time-consuming when the ratio between the range extent of the target to be detected and the range resolution cell of radar is large. To this end, we propose a novel and functional feature-based detector for the detection of the range distributed target in ...
The ratiometric method provided by the Progenesis software (based on the ratio of the Cy5 signal to the Cy3 signal of the spot in the same gel) was used for normalisation of the signals in the 2D gels. The normalised intensities of the protein spots in the replicate protein extracts of ...
where\(t^{i,i'} \)are the hopping integrals andUis the on-site Coulomb term. At half filling, for\(U=0\), this model describes a conventional metal with band-widthW. Increasing the ratioU/W, the system becomes a strongly-correlated electron liquid. When the on-site Coulomb repulsion...
This ratio quickly increases as the number of tests, p, increases. Concretely, if p = 10 and r = 0.5, then this ratio is p + 1 = 11. If p = 20 and r = 0.33, it also is 11. This means that a PC1 always explains much more variance in a positive data matrix R than any ...
The signal-to-noise ratio (SNR) method is then used to rank the correlated genes. Genes with the highest SNR are used as the representatives of each group. Besides, PCC filters have been widely used in gender classification and Alzheimer's disease (AD) classification [284, 332]. T-test,...