IVEware swMATH ID: 7448 Software Authors: Méndez Martín, José María Description: Imputation in the survey on living conditions. The Spanish “European Statistics on Income and Living Conditions” (EU-SILC) is one of the statistical operations that has been harmonised to EU standards. In this household survey there are two kinds of non-response: unit non-response (one or several household or individual questionnaires are missing) and item non-response (no questionaire is missing but some variables are). The main target variable is the total household income, which is defined as the aggregate of different income components. Components with missing values are imputed when they cannot be estimated with the help of other variables or other information in the questionnaire of the current or previous surveys. The procedure applied to the data preserves the variability of the variables and the correlations between them. The statistical software used for imputation is the IVEware. The IVEware implements a multivariate model involving a multiple regression sequence where imputation is carried out variable by variable generating draws from the predictive distribution specified by the regression model. An iterative imputation scheme is used, updating previous imputed values in order to better preserve the correlation among variables. Homepage: https://www.src.isr.umich.edu/software/ Dependencies: SAS; SRCware Keywords: EU-SILC; imputation; item non-response; IVEware Related Software: MICE; Stata; SAS; SAS/STAT; R; S-PLUS; mi; ice; simPop; synthpop; SPSS; Amelia; BayesDA; mvis; MEMSS; SemiPar; linLIR; tidyr; reshape; survival Cited in: 15 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Imputation in the survey on living conditions. Zbl 1462.62746Méndez Martín, José María 2008 all top 5 Cited by 24 Authors 2 Daniel, Rhian M. 1 Bishop, Brenden 1 Bowen, Claire Mckay 1 Brand, Jaap P. L. 1 de Waal, Ton 1 Drechsler, Jörg 1 Guo, Ying 1 Harel, Ofer 1 Jeon, Minjeong 1 Kenward, Michael G. 1 Little, Roderick J. A. 1 Méndez Martín, José María 1 Pannekoek, Jeroen 1 Prof. Little, Roderick J. 1 Rendtel, Ulrich 1 Royston, Patrick 1 Rubin, Donald Bruce 1 Schenker, Nathaniel 1 Shlomo, Natalie 1 Sun, Yilun 1 Tao, Yebin 1 Wang, Lu 1 White, Ian R. 1 Zha, Ruochen all top 5 Cited in 12 Serials 3 Statistical Science 2 Computational Statistics and Data Analysis 1 Psychometrika 1 Biometrics 1 Journal of the American Statistical Association 1 Journal of Statistical Computation and Simulation 1 Statistical Papers 1 AStA. Allgemeines Statistisches Archiv 1 Boletín de la Sociedad Estadística e Investigación Operativa 1 Journal of Statistical Theory and Practice 1 AStA. Advances in Statistical Analysis 1 The Annals of Applied Statistics Cited in 4 Fields 15 Statistics (62-XX) 3 Numerical analysis (65-XX) 2 General and overarching topics; collections (00-XX) 2 Computer science (68-XX) Citations by Year