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For more stable estimation, perhaps overview estimates from several screening programmes, as in Yen et al. [ 14], are indicated.
By combining visual and inertial data, we can get more stable estimation results.
By analyzing two epidemiological examples using stKDE-based RRF, we further demonstrate that the efficacy of the proposed approach is satisfactory because stKDE not only makes use of the full sample rather than resort to sample splitting [18] but also borrow information from neighboring points in spaces and adjacent times periods, thus producing more stable estimation [14].
This parameterization resulted in statistically better and numerically more stable estimation than using D2RO directly.
Consequently, produces a more stable estimation than, and also that is partially affected by the minimum and maximum values.
We chose GMS as a training set because of the longer follow-up as compared with FMS, which allowed a more stable estimation of the prediction model.
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Analyses with clinical monitoring data also showed that LMS and LTS preserve sudden level shifts but are unstable and perform poorly with trend changes; RM and DR blur shifts but yield more stable estimations.
Authors' response : We used error to define the stability of the estimation, smaller error implies more stable estimate.
This empirical Bayes estimation procedure allows information from all genes to be used to estimate batch effects for each gene, providing more stable estimates than the standard sample mean and sample variance.
This is because the more stable variance estimation of test datasets was used for Bayesian integration.
In particular, when many datasets are considered simultaneously, we develop a much faster and more stable FDR estimation algorithm than the method in [ 9].
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