Sentence examples for constraining the effect from inspiring English sources

This technique prevents the tendency to overfit a model by constraining the effect that the variables will have in the model.

However, apart from constraining the effect of explanatory covariates to be the same across the distribution of outcomes, these models sacrifice statistical information in grouping continuously distributed variables like HAZ into small numbers of categories.

Thus, ash ingestion tests should be performed to constrain the effect of ash concentration and total load.

Four sets of experiments were conducted to constrain the effect of ( {a}_{{mathrm{H}}_2mathrm{O}} ) on the four main substitution mechanisms.

Data from the MinXSS mission deployed from the ISS constrains the effect to below 50 μrad for the 3U CubeSat with deployables [39].

It argues that all formal arrangements are socially embedded in a web of informal relations, which seriously constrains the effect of formal institutions.

Results were interpreted and discussed from a social cognitive perspective with an emphasis on how the environmental context may have fostered or constrained the effect of the IP.

Consequently, it is important to constrain the effect of acidification on mineral dust present in ice core samples and to assess the contribution of dust leaching to the trace element budget of ice cores.

Another concern is that, even with state and year fixed effects, the estimates of (1) constrain the effect of minority status on earnings to be the same in all states, which is inconsistent with numerous findings (going back to Becker, 1957).

Thus, these three sub-models (iv vi) involved relationships with additive covariates that constrained the effect of the covariate on p to be similar among populations and species, but p estimates still differed by way of populations and species having their own particular values of the covariate at each receiver station.

The analysis fitting a single multivariable-adjusted model that allowed the effect estimates of BC to vary by sex, but constrained the effect estimates of covariates to be the same for males and females, did not materially change these results.