Search Results - subject:"Data editing"

A neural network architecture for data editing in the Bank of Italyï¿½s business surveys

Biancotti, Claudia; D'Aurizio, Leandro; … - Banca d'Italia - 2007

This paper presents an application of neural network models to predictive classification for data quality control. Our aim is to identify data affected by measurement error in the Bank of Italyï¿½s business surveys. We build an architecture consisting of three feed-forward networks for...

Persistent link: https://www.econbiz.de/10005113573

Accurate Tree-based Missing Data Imputation and Data Fusion within the Statistical Learning Paradigm

Antonio D’Ambrosio; Aria, Massimo; Siciliano, Roberta - In: Journal of Classification 29 (2012) 2, pp. 227-258

Persistent link: https://www.econbiz.de/10010558351

Incremental Tree-Based Missing Data Imputation with Lexicographic Ordering

Conversano, Claudio; Siciliano, Roberta - In: Journal of Classification 26 (2009) 3, pp. 361-379

Persistent link: https://www.econbiz.de/10008591071

Insiders, Outsiders, and the Editing of Inconsistent Survey Data

Sana, Mariano; Weinreb, Alexander A. - In: Sociological Methods & Research 36 (2008) 4, pp. 515-541

Data editing, a crucial task in the data production process, has received little scientific attention. Consequently …

Persistent link: https://www.econbiz.de/10010789747

Data editing and quality of daily diaries in the Italian Time use survey

Allegra, Salvatore; Baldazzi, Barbara - In: Quality & Quantity: International Journal of Methodology 42 (2008) 6, pp. 809-820

Persistent link: https://www.econbiz.de/10009391308