Sentence examples for data methods were applied from inspiring English sources

Five missing data methods were applied; a) complete case analysis (CC) b) single imputation using regression switching with predictive mean matching (SI), c) multiple imputation using regression switching imputation, d) multiple imputation using regression switching with predictive mean matching (MICE-PMM) and e) multiple imputation using flexible additive imputation models.

Each missing data method was applied to the same 500 independent samples generated.

Processing and entering of data: Mutual information method was applied to set up the relationship between the information nodes of 107 pieces of four diagnostic methods' information of 2,050 cases of UAP, setting the weight of 1.

Although this study is limited by the small sample size and the potential lack of data saturation, rigorous data interpretation methods were applied and comparisons were performed with the literature.

Second, data mining methods were applied to a balanced data set in Delen et al. [ 8], whereas other studies, except Liu et al. [ 11], did not deal with imbalanced data which affected the performance of those methods.

For this purpose, Gene Expression Programming (GEP) and Support Vector Machine (SVM) as data driven methods were applied for the modeling discharge coefficient of the stepped spillways using data derived from physical models and original experiments under nappe and skimming flow regimes.

Two approaches, differing in terms of the complexity of their respective input data and methods, were applied under wet and dry conditions.

Three different data correction methods were applied.

Several data analytics methods were applied and evaluated.

With regard to the correlated multiple measurements of outcome, longitudinal data analysis methods were applied.

Multiple data collection methods were applied including: cross-sectional surveys (n = 708 households), 24 focus group discussions and semi-structured interviews with 70 ITN suppliers.