Sentence examples for missing data well from inspiring English sources

BN is known to address the problem of overfitting and handles missing data well.

There were few missing data, well below 5% in all instances.

As is the case with all retrospective analyses, limitations of this study include exclusion of patients with missing data as well as an inability to identify and correct for unmeasured confounding, as well as to prove causality in the association of RBC transfusion and mortality; the findings should be viewed as hypothesis generating.

Using a person's available longitudinal data to estimate the missing data worked well for older persons in one setting, suggesting that it may be appropriate for dying people as well.

This step can be accomplished by examining the pattern of missing data as well as exploring the missing-data mechanism.

Simulation experiments showed the model is robust to missing data as well as biological processes not included explicitly in the model's assumptions.

We analyzed the impact of the amount of missing data as well as the impact of network characteristics on the effectiveness of the classifiers.

We address a range of topics, from design selection and sampling considerations (including novel developmental research designs) to key considerations regarding missing data as well as the impact of attrition and retest on statistical parameter estimates.

Investigators should refer to the forthcoming SPIRIT-PRO Extension [23] to develop PRO aspects of trial protocols with clear strategies to minimise the missing data, as well as the CONSORT-PRO guidance for reporting [20].

Main outcome continuous variables were analyzed using a linear mixed effects model because of its superior qualities regarding missing data as well as in reducing the risk of committing type I errors [51].

Descriptive analyses of items and missing data, as well as results from the cognitive interviews, are presented in this paper.