我们认为通过考虑环境间的分布差异有望改进统计推断,并区分出stable and unstable predictors,即对结局的依赖是否固定。我们介绍一种stablized regression,并给出了多环境回归(multi-environment)和因果模型之间的理论联系。我们定义了所谓stable blanket (subset of predictors), 其
Moreover, in regions where a regression function has zero curvature, the LL estimator is discontinuous. In this paper, we propose a variance-stabilizing (VS) local variable diagonal bandwidth matrix for the multivariate LL estimator. Theoretically, the VS bandwidth can outperform the multivariate ...
Selection of parent inactivating mutation and sorting of single-site saturation suppressor mutagenesis library of CcdB CcdB is a bacterial toxin that causes bacterial cell death by binding and poisoning DNA gyrase (33). When expressed on the surface of yeast, properly folded CcdB can be detected...
To ensure that the association between DNMT3AINS and locally disordered methylation states remains significant even after accounting for other co-occurring mutations, ages, and genders, we built a multivariate linear regression model predicting LPMD (Fig. 1d, e) and found that the association between...
2e, f), but again fertilization weakened the positive effect of beta diversity on spatial asynchrony and gamma stability (Fig. 2g, h). These results remained when accounting for variation in climate using residual regression (Supplementary Fig. 4), when using local diversity indices accounting for...
(E) Tm values of THL-treated and native GPs obtained by nonlinear regression analysis. Comparing native GP(R64A) stability with that of the second-site revertants, we see a statistically significant decrease for L186M and G546R. Following THL treatment, Tm values of all tested second-site ...
accounting for variation in climate using residual regression (Supplementary Fig. 4), when using local diversity indices accounting for species abundance (Supplementary Fig. 5), and when data were divided into overlapping intervals of 4 years (Supplementary Fig. 6). Our results extend previous ...