Search Results - subject:"Data Imputation" - EconBiz

A Hybrid Imputation Method Based on Denoising Restricted Boltzmann Machine

Xu, Jiang; Liu, Siqian; Chen, Zhikui; Leng, Yonglin - In: International Journal of Grid and High Performance … 10 (2018) 2, pp. 1-13

Data imputation is an important issue in data processing and analysis which has serious impact on the results of data … of the proposed method in data imputation. …

Persistent link: https://www.econbiz.de/10012045070

Multiple imputation of missing data for multilevel models : simulations and recommendations

Grund, Simon; Lüdtke, Oliver; Robitzsch, Alexander - In: Organizational research methods : ORM 21 (2018) 1, pp. 111-149

Persistent link: https://www.econbiz.de/10011880091

Illuminate the Unknown : Evaluation of Imputation Procedures Based on the Save Survey

Ziegelmeyer, Michael - 2012

Questions about monetary variables (such as income, wealth or savings) are key components of questionnaires on household finances. However, missing information on such sensitive topics is a well-known phenomenon which can seriously bias any inference based only on complete cases analysis. Many...

Persistent link: https://www.econbiz.de/10013115227

Missing data, imputation, and endogeneity

McDonough, Ian K.; Millimet, Daniel L. - In: Journal of econometrics 199 (2017) 2, pp. 141-155

Persistent link: https://www.econbiz.de/10011897665

A GMM approach for dealing with missing data on regressors

Abrevaya, Jason; Donald, Stephen G. - In: The review of economics and statistics 99 (2017) 4, pp. 657-662

Persistent link: https://www.econbiz.de/10011781191

KriMI: a multiple imputation approach for preserving spatial dependencies : imputation of regional price indices using the example of Bavaria

Bleninger, Sara - 2017

Persistent link: https://www.econbiz.de/10011804605

Missing value imputation using contemporary computer capabilities : an application to financial statements data in large panels

Gorišek, Aleš; Pahor, Marko - In: Economic and business review : EBR 19 (2017) 1, pp. 97-119

Persistent link: https://www.econbiz.de/10012268348

Reject inference in consumer credit scoring with nonignorable missing data

Bücker, Michael; Krämer, Walter - 2011

Persistent link: https://www.econbiz.de/10008841146

A bayesian approach to parameter estimation in the presence of spatial missing data

Panzera, Domenica; Benedetti, Roberto; Postiglione, Paolo - In: Spatial economic analysis : the journal of the Regional … 11 (2016) 2, pp. 201-218

Persistent link: https://www.econbiz.de/10011485186

Categorical missing data imputation approach via sparse representation

Shao, Xiaochen; Wu, Sen; Feng, Xiaodong; Song, Rui - In: International journal of services technology and management 22 (2016) 3/4/5, pp. 256-270

Persistent link: https://www.econbiz.de/10011658468

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