Sentence examples for constraining coefficient from inspiring English sources

If models are underfit either by selecting too few genes or tightly constraining coefficient optimization, prediction performance can fall short of the best achievable.

To be sure we did not overlook sex differences in gene effects, we tested for sex differences by also estimating SNP effects separately by sex and then constraining the coefficient for the SNP effect to be equal for boys and girls.

Finally, the model fit was not weakened by constraining these coefficients to zero.

A mild restriction was enforced on the model by constraining regression coefficients found to be nominally nonsignificant (P > 0.01 with no correction for multiple comparisons) in the univariate model to be zero.

(2) It is identified with αk (k = 1,2,3) and βk (k = 1,2,3) given equality constrained autoregressive coefficient, i.e., given equal A b-coefficients, equal C b-coefficients, or equal E b-coefficients).

If, for example, the dummy variable for cohort born in 1976 to 1980 is omitted, this is equivalent to constraining its regression coefficient to zero [2], [8].

One disadvantage with statistical analysis is that it does not allow us to constrain the slope (between 0.80 and 1.25) in addition to constraining the correlation coefficient.

Statistical significance for association was tested by constraining the regression coefficient to 0 and comparing the likelihood ratio statistics of the constrained and unconstrained model.

Rather, it is an additional tool to constrain irrigation coefficients, which can then be used in early diagenetic modeling.

The best selected model in terms of the AIC is the shape constrained varying coefficients model h4 with all initial smooth effects included.

The labels of the vertical axes denote the smooth terms with the corresponding covariate and edf given in brackets Fig. 5 The estimated shape constrained varying coefficients effects of model h4.