Sentence examples for missing values increased from inspiring English sources

When the amount of missing values increased to 30%, RMSEs from the GEE method increased substantially for CRTs with a small design effect (VIF<3).

Data quality and financial support are highly correlated, as can be seen in the data of the Nouna HDSS during the 1990s, when percentages of missing values increased at times when sufficient financial support was lacking.

Despite higher average correlations between true and imputed marker profiles for higher LD classes, we observed that the accuracy of imputing missing values increased with increasing frequencies of the minor allele irrespectively of the extent of LD.

Implementation of multipoint oligogenic segregation and linkage analysis by use of Bayesian Markov chain Monte Carlo (MCMC) method in the presence of missing values increases the power of the study by including the information from a total three-generation pedigree dataset and by sophisticated IBD sharing probability estimations [ 17].

Yet, our results have shown 2 important advantages of the EM method over WOMAC imputation method when the rate of missing values increases.

As one missing item precludes the calculation of a utility, and since the proportion of missing values increases with age, a high percentage of missing utilities was observed in this relatively old patient group.

Without imputation of missing values, 1WS increased their training weights on average 0.16 kg per week (0.11; 0.21) which was significantly faster than 9WS who had an average increase of 0.07 kg per week (0.03; 0.03) (p<0.03).

Our planned secondary approach is to use imputation of missing values to increase the numbers of patients for whom we can estimate costs.

Choosing an enzyme that cuts less frequently could also reduce the number of missing values by increasing coverage per restriction fragment.

Further, Carpenter and Kenward [ 6] noted that if the dataset is small or contains a large number of missing values, by increasing the number of imputations the MNAR estimate obtained from the weighting approach might be unstable; however, if a suitable imputation model is chosen the method will perform well in small datasets.

The participation rate in the study was high (72%) and missing values were few, increasing the validity of the results.