The order of plaintext data is preserved in the ciphertext domain through a random mapping without revealing the data itself.
More importantly, the cross-country patterns observed in the micro data are preserved in the macro aggregates; hence, the analysis with aggregate data is meaningful.18.
It requires one to assign appropriate restrictions on the scaling factors ξ i and shape parameters α i, β i and γ i, for i = 1, 2, …, n − 1, so that the positivity feature of a given set of positive data is preserved in the fixed point of the rational cubic IFS (11).
The data are preserved in a secure data server at the Centre for Population Studies in the University of Umeå; the data server and researchers who use it are only connected through a closed network.
We selected case-patients from this hospital using the same criteria mentioned above, except that the discharge year was between January 1, 2000, and December 31 , 2004 complete microbiologic data was preserved in the NTUH laboratory only after 2000.
The association between PSPH mRNA levels and clinical outcome with erlotinib observed in the Affymetrix gene expression data was preserved in the qRT PCR data; however, the association between clinical outcome with erlotinib and RAPGEF5 mRNA levels assessed by qRT PCR was somewhat poorer than that observed with Affymetrix profiling.
Parameter estimates were derived from case study data to help ensure that many features of real data are preserved in the simulation (e.g. mean/variance relationship and magnitude of FCs; Section 2.4 and the Supplement Section S3 for more details).
We first checked that the module definitions from the first data set were preserved in the second data set.
In each flow unit homogeneity of data is preserved and this homogeneity fades in the boundaries.
The basic idea is to find a projection from a high-dimensional space into a low-dimensional space (e.g., the plane) such that the structure, especially the variation in the data, is preserved.
