Sentence examples for deck procedure from inspiring English sources

We imputed missing items by replacing them by the mean of corresponding values from the two observations for which all other known information matched most closely to the values for the observation with missing values, a hot deck procedure.

However, if the hot deck procedure is run a number of times and each data set is analysed in the same way, differences in the results can be used to make inferences about the effect of the imputation procedure [ 11].

To perform analyses according to the principle of intention- to- treat, missing observations at follow-up on the outcome measure of being tested on STI were imputed with multiple imputation techniques, using nearest neighbor hot deck procedure [ 22, 23] in R version 2.7., using 23 covariates.

For participants with missing outcomes at the primary (15-month) or secondary (3- and 6-month) assessment point, we will conduct and report on sensitivity analyses in which different imputation methods are used (e.g., the baseline-observation-carried-forward method, the "hot deck" procedure, and an appropriate multiple imputation method [ 55, 56].

Instead, we imputed missing values, approximately 2% of total data, by replacing them by the mean of corresponding numbers from two observations for which all other known information matched closest to that for the one with missing values, a hot deck procedure.

28 Imputation was done by means of a hot-deck procedure defined by combinations of relevant characteristics.

An evaluation of the performance of the hot-deck procedure under a simple missing data mechanism that compared imputed and observed data was also conducted.

Missing values of remaining items were imputed by a hot-deck procedure: the average value of a subset of comparable cases (respondents with the same profession, same working hours, and being part of management or not) was imputed for the missing values.

Firstly, we examined the impact of cost data being missing by imputing total costs using the hot decking procedure and multiple imputation procedure.

Re-examining Table 2, it can be seen that the RMSD, which result from comparing the cold deck imputation procedure with the other procedures are over ten times the size of the RMSD, which result from comparing the estimates obtained from other combinations of procedures.

Plots of the estimates obtained using the cold deck imputation procedure against those obtained from the remaining procedures have a similar appearance to Figure 3.