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), 其大小于direct causal predictors and Markov...
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 ...
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 ...
YuichiroOsakaNSTLCommunications in Statistics Theory & MethodsNishida, K., and Kanazawa, Y. (2015). On Variance-Stabilizing Multivariate Non Para- metric Regression Estimation. Communications in Statistics-Theory and Methods, 44, pp.2151-2175.