Sentence examples for accounting for missing data from inspiring English sources

fMRI data analysis was conducted based on a hierarchical linear model (HLM) that was modified to investigate developmental changes while accounting for missing data and controlling for factors such as age, linguistic performance and IQ.

Results: After accounting for missing data, 15 patients out of 330 (4.5 %) died or were escalated to the critical care unit.

What happened instead is that the Census Bureau, who collects the data to compute the metric, changed their method of accounting for missing data (when respondents can't or won't answer a question).

There are statistical methods for accounting for missing data [ 16].

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

Accounting for missing data by multiple imputation did not alter the effect sizes found (table 4).

We used multiple imputation by chained equations to account for missing data (11% of patients had missing data for alcohol or smoking).

Raw signals were filtered using adaptive filters (least mean squares), and processed online to account for missing data resulting from occlusions (interpolation from neighboring markers).

Multiple imputation methods were used in the regression models to account for missing data [39].

To account for missing data we created five multiply imputed datasets using predictive mean matching (PMM; e.g. Rubin 1987).

To account for missing data, we employed multiple imputation 20 imputations using chained equations in Stata 14 (Royston 2005).