Sentence examples for caused by missing data from inspiring English sources

The value of RRMSE was caused by missing data on the number of workers at the loop and on the actual gutter speed level.

The results show that this replenishment method helps us to evaluate the influence of missing data and correct the bias caused by missing data.

In order to reduce the bias caused by missing data, we did not include any subjects who had one or more missing genotypes in generating the GRS.

Problems caused by missing data can sometimes be mitigated with statistical techniques [ 12].

Use of multiple imputation allowed us to account for the potential bias caused by missing data.

This imputation will reduce the risk of bias caused by missing data.

All calculations were designed to avoid artifacts caused by missing information typical for tomographic data ("missing wedge").

This level of reporting was considered necessary to minimise risk of bias caused by missing PRO data [16] and is also required by CONSORT-PRO [20].

Sensitivity analyses indicate that there was similarly limited effect of AOD on predictive power when using raw AOD instead, when restricting to monitors in areas with sparse monitoring, or when restricting to everyday monitors (which avoids the extra noise caused by missing monitor values) (data not shown).

The individual specific random intercept and slope terms are important because they: describe the deviation of individual trends over the population trend; construct a certain temporal covariance structure among phenotypes; and take the possible heterogeneity in the data caused by missing (environmental) covariates into account (Fahrmeir and Kneib 2011).

The study was affected by missing data.