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This test has been shown to outperform the standard marginal test when the environmental effect is restricted to a genetic stratum [21].
The results of the DistLM analysis were a marginal test, fitting each predictor individually, and a conditional test, fitting each predictor conditional on the predictor(s) already in the model [37].
The empirical p-values of the single locus marginal test show that for Class I loci, in the protective haplotype, only Cw and B are significantly associated to MS, while in the deleterious haplotype A, Cw, B are all associated to the disease.
A joint analysis is more powerful than a marginal test when analyzing such SNPs.
In particular, marginal test showed latitude, longitude, altitude, minimum temperature, and minimum rainfall as significant variables singularly involved in the selection of bacterial assemblages (Table 1(a)).
In order to identify variables correlated with genetic distance, individual sets of predictor variables were analyzed with the marginal test in DISTLM 5.0 [ 73].
Similar(49)
Before studying the statistics, I assumed the root of the problem was doctors who, paid piecemeal for the services they provide, load up patients with marginal tests and treatments.
Design testing, qualification testing, environmental testing, stress testing, marginal testing, production testing are all addressed.
The different types of testing are further discussed which include environmental testing, marginal testing, high-reliability testing, testing for packaging and transport and multiparameter testing.
These marginal tests, based on the work in Cook [52] and Shao et al. [53], are also available in R. The tests are done sequentially, where we first test 0 dimensions versus 1 dimension, 1 dimension versus 2 dimensions, etc.
Table 3 Dimensions chosen by the marginal tests for each of the five sufficient dimension reduction methods Method (Y_1) (Y_2) (Y_3) SIR 5 6 3 Partial SIR 12 12 11 SAVE 15 14 15 yPHD 14 15 14 rPHD 12 12 12.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com