Sentence examples for data imputation scheme from inspiring English sources

The theorem constitutes the new data imputation scheme presented here.

Next we outline the discrete sampling theorem, which constitute the data imputation scheme presented here.

We also used the data imputation scheme described by Richmond-Bryant et al. (2013) for this data set to account for missing data, except for the PbB variable.

While there are several techniques for handling missing data in general, the imputation scheme, which replaces missing values with predicted values, is preferred since this scheme can be followed by a standard fusion scheme designed for complete data.

The objective of this paper was to provide a method for improving composition and spatial configuration in landscape level data when applying imputation schemes such as kNN.

Mr. Olson said although sampling was a "strategy for collecting data," imputation was "a method of processing data that have already been collected".

A key benefit of this strategy is that missing data imputation is obviated.

RegEM is currently one of the state-of-the-art data imputation techniques, and its performance is compared against the proposed and other schemes in the experimental section.

Data imputation and interpolation techniques, such as Nearest Neighbors Imputation and Kriging, are two very efficient schemes for estimating unavailable data [9].

Dec 02 Practical Missing Data Imputation.

Title: Dec 02 Practical Missing Data Imputation.