Sentence examples for independent of the missing from inspiring English sources

MCAR means that the fact the data are missing is independent of the missing value as well as other observed data and hence is more restrictive than MAR.

The data are said to be MAR, given the covariates x i if, for all i, R i is independent of the missing entries of Y i, given those that are observed and x i. Equivalently, the MAR assumption can be expressed as the requirement that the density of R i |(Y i x i ) depends only on Y i through the entries that are observed.

Under the assumption that data are missing at random (MAR), we assume instead that the participants' missing outcomes are independent of the missing data indicator (see below), given the covariates and any observed outcomes.

b.When imputing missing information, MCMC generates independent draws of the missing data from its predictive distribution.

MAR means that the fact the data are missing is independent of the actual missing value, after accounting for other observed participant characteristics.

However, it should be noted that a chromosomal or plasmid mutation, independent of the 8 missing plasmids, may also contribute to the lack of mediator production by strain B31-A.

Family members of the missing passengers have called for the data to be made public for independent analysis.

Thus, the study results from which our conclusions are drawn seem to be independent of the internal missing values.

If a non-negligible proportion of nests are missed, the marked recount method produces large overestimates of the population size, particularly if the probability of missing a nest on a subsequent survey is independent of the probability of missing it in the first survey.

Also, the effect size was independent of the influence of missing outcome data.

However, despite an attrition rate (up to 42 months) of about 30%, children were very similar in key parental, infant, and family characteristics independent of the number of missing DDE data values.