Sentence examples for missing data providing from inspiring English sources

The implications of the high attrition rate on the results of this trial are difficult to predict, however the analyses demonstrate that the results are not sensitive to the different assumptions for missing data providing confidence in the data.

In total 4,362 SNPs for the Winter- type, and 4,574 SNPs for the Spring type lines distributed across the barley genome satisfied the criteria of having a minimum allele frequency of >0.1 and less than 5% missing data providing an average marker density of approximately 3 4 SNPs/cM.

When establishing the fraction of missingness, we can impute almost any fraction of missing data, provided that we do the imputation correctly and do not violate the assumption of MAR.

However, sensitivity analyses accounting for missing data provided no evidence that missing data introduced bias.

If more than 5% of data are missing for a particular analysis, multiple imputation will be used to account for missing data, provided the assumption of missing at random appears plausible.

Although using state-of-the-art methods for imputing missing data provided us with the best estimation of real data, also correcting for differences in study attrition in the intervention and control group, we should acknowledge that having "true" data are preferable in any case.

Mixed-effect models address missing data by providing numerical solutions based on all available data [ 44].

We limited our testing to 10,000 masked genotypes, which represents 0.17% of the genotype matrix, in order to maintain a dataset with a reasonable amount of missing data while providing enough masked genotypes to be able to estimate imputation accuracy.

Telephone interviews are often preferable to postal or online surveys as the interviewer can help to ensure the validity and reliability of responses by reducing missing data and providing item clarification to the respondents [ 4].

However, the data from other studies on prevalence rates in Myanmar and Thailand are not very informative given the fact that confidence intervals are not provided The reasons for non-participation and missing data are provided for each of those who did not complete the screening.

Until the missing data is provided, the government cannot determine whether the student qualifies for federal aid.