Search Results - subject:"complete case analysis"

Variable selection by Random Forests using data with missing values

Hapfelmeier, A.; Ulm, K. - In: Computational Statistics & Data Analysis 80 (2014) C, pp. 129-139

predictor variables. Possible solutions are multiple imputation, complete case analysis and the use of a self … recommendations: Complete case analysis should not be used as it led to inaccurate variable selection. Multiple imputation is the …

Persistent link: https://www.econbiz.de/10010906927

Modeling Partially Incomplete Marital Satisfaction Data

Jansen, Ivy; Troost, Ann Van den; Molenberghs, Geert; … - In: Sociological Methods & Research 35 (2006) 1, pp. 113-136

The authors analyze data on marital satisfaction, obtained from couples at two distinct moments in time (1990, 1995). The data are of a bivariate longitudinal type. Moreover, some couples provide incomplete records only, usually because the 1995 follow-up interview has not taken place. The...

Persistent link: https://www.econbiz.de/10010789689