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Machine learning, data mining, and pattern recognition algorithms are based on existing statistical inference models.
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Table 1 Prioritized IBS-risk genes based on existing published statistical evidence Gene Chr location Gene name Gene function Gene region Phenotype Key reference TNFSF15 9q32 Tumor necrosis factor (ligand) superfamily, member 15 Codes for TNF-like ligand 1A (TL1A), which contributes to the modulation of inflammatory responses.
Based on existing concepts and statistical indices of fit, frailty was best described using a General Specific Model.
We created a Directed Acyclic Graph (DAG) to select a priori covariates for our statistical models based on existing literature and plausible relationships among them [ 33].
Before robust field and experimental data exists, it is still possible to develop statistical projections for the purpose based on existing knowledge of correlations between climate parameters and human tularaemia cases.
Based on existing MIE test results and new measurements, a statistical analysis for the MIE of hydrogen, ethene and propane is made by means of the logistic regression.
Future work will involve building a statistical model of hematomas based on existing CT data.
Also, analysis of GWAS data using highly stringent thresholds for statistical significance, by testing multiple isolated SNPs, has limited the scope of gene discovery based on existing data [ 10].
Talks must be based on existing commitments.
The selection may be based on existing hypotheses or theory.
(A) Tree based on existing genes in GenBank.
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