Discrete models for data imputation

Discrete Applied Mathematics

Volumn 144, Issue 1-2, 2004, Pages 59-69

  Bruni, Renato ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

Data correction; Information reconstruction; Integer programming

Indexed keywords

DATABASE SYSTEMS; ERROR ANALYSIS; INTEGER PROGRAMMING; MATHEMATICAL MODELS; PERTURBATION TECHNIQUES; STATISTICAL METHODS;

DATA CORRECTION; DATA QUALITY; INFORMATION RECONSTRUCTION; STATISTICAL DATA COLLECTION;

DATA PROCESSING;

EID: 4544368051     PISSN: 0166218X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dam.2004.04.004     Document Type: Article

References (20)

1. M. Bankier, Canadian census minimum change donor imputation methodology, in: Proceedings of the Workshop on Data Editing, UN/ECE, Cardiff, UK, 2000.
2. E. Boros, P.L. Hammer, T. Ibaraki, A. Kogan, Logical analysis of numerical data, Math. Programming 79 (1997) 163-190.
3. R. Bruni, A. Reale, R. Torelli, Optimization techniques for edit validation and data imputation, in: Proceedings of Statistics Canada Symposium: Achieving Data Quality in a Statistical Agency, Ottawa, Canada, 2001.
4. R. Bruni, A. Sassano, Error detection and correction in large scale data collecting, in: Advances in Intelligent Data Analysis, Lecture Notes in Computer Science, Vol. 2189, Springer, Berlin, 2001, pp. 84-94.
5. T. De Waal, WAID 4.1: a computer program for imputation of missing values, Res. Off. Statist. 4 (2001) 53-70.
6. T. De Waal, Processing of erroneous and unsafe data, Ph.D. Thesis, ERIM Ph.D. series in Research Management, 2003.
7. P. Fellegi, D. Holt, A systematic approach to automatic edit and imputation, J. Amer. Statist. Assoc. 71 (353) (1976) 17-35.
8. E. Franconi, A. Laureti Palma, N. Leone, S. Perri, F. Scarcello, Census data repair: a challenging application of disjunctive logic programming, in: Proceedings of 8th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, (LPAR-2001) Lecture Notes in Artificial Intelligence, Vol. 2250, Springer, Berlin, 2001.
9. O. Greco, S. Greco, E. Zumpano, A logic programming approach to the integration, repairing and querying of inconsistent databases, in: Proceedings of the International Conference on Logic Programming, 2001.
10. J.J. Hox, A review of current software for handling missing data, Kwantitatieve Methoden 62 (1999) 123-138.
11. A. Manzari, A. Reale, Towards a new system for edit and imputation of the 2001 Italian population census data: a comparison with the Canadian nearest-neighbour imputation methodology, in: Proceedings of the 53rd Session of the International Statistical Institute, Seoul, South Korea, 2001.
12. G.L. Nemhauser, L.A. Wolsey, Integer and combinatorial optimization, Wiley, New York, 1988.
13. P. Nobili, A. Sassano, A separation routine for the set covering polytope. IASI-CNR report 333, Rome, Italy, 1992.
14. M. Pierzchala, Editing systems and software, in: B.G. Cox, D.A. Binder, B.N. Chinnappa, A. Christianson, M.J. Colledge, P.S. Knott (Eds.), Business Survey Methods, Wiley, New York, 1995, pp. 425-441.
15. C. Poirier, A functional evaluation of edit and imputation tools, UN/ECE Work Session on Statistical Data Editing, Working Paper No. 12, Rome, Italy, 1999.
16. C.T. Ragsdale, P.C. McKeown, On solving the continuous data editing problem, Comput. Oper. Res. 23 (1996) 263-273.
17. R. Ramakrishnan, J. Gehrke, Database Management System, McGraw-Hill, New York, 2000.
18. United Nations Economic Commission for Europe and the Statistical Office of the European Communities, Recommendations for the 2000 censuses of population and housing in the ECE region, Technical Report, Statistical Standards and Studies No. 49, UN/ECE Statistical Division, 1998.
19. H.P. Williams, Model Building in Mathematical Programming, Wiley, Chichester, 1993.
20. W.E. Winkler, State of statistical data editing and current research problems, UN/ECE Work Session on Statistical Data Editing, Working Paper No. 29, Rome, Italy, 1999.