Sentence examples for imputation purposes from inspiring English sources

The Netherlands was chosen for imputation purposes as the data supplied for that country were of higher quality than others in terms of providing what the PREVENT model requires.

Vaseghi [6] formulate the general form of polynomial interpolator and statistical interpolators applicable for missing data imputation purpose.

There is nothing more tiresome than the imputation of intent where none exists.

These food groups were subdivided into blocks of variables for which we had the random subset of filled-in data and those for which we did not (e.g., fish variables that were included in those later filled in versus fish variables not so included) for purposes of imputation.

However, by doing this, we may defeat the whole purpose of multiple imputation, unless we have no intention of using the variables in further analyses.

The first imputation was used for illustration purposes when imputed values were used.

This is similar to the purpose of imputation in the US Census and in a number of health surveys.

This approach may be relevant when looking for similar sequences at a position, perhaps for the purpose of imputation.

A disadvantage of random forest is that the "models" are complex and not easily interpretable, although arguably this is not a shortcoming for the purpose of imputation.

Using this assumption, we can handle the missing data problem using one of the common techniques for this purpose: multiple imputation.

10 11 The primary purpose of the imputation discussed in this paper is to improve the estimation of simple population percentages.