Search Results - subject:"imputation techniques"

A Semiparametric Approach for Analyzing Nonignorable Missing Data

Xie, Hui - 2010

In missing data analysis, there is often a need to assess the sensitivity of key inferences to departures from untestable assumptions regarding the missing data process. Such sensitivity analysis often requires specifying a missing data model which commonly assumes parametric functional forms...

Persistent link: https://www.econbiz.de/10012462387

Compensating for missing data in the SOEP

Spieß, Martin - 2009

Persistent link: https://www.econbiz.de/10008840053

Calibrated imputation of numerical data under linear edit restrictions

Pannekoek, Jeroen; Shlomo, Natalie; Waal, Ton de - 2009

imputation techniques, but with (slight) adjustments to the imputed values such that they satisfy the constraints (8) and (9 … imputation techniques, but with (slight) adjustments to the imputed values such that they satisfy the constraints (8) and (9 …

Persistent link: https://www.econbiz.de/10003863409

Weighting and imputation for missing data in a cost and earnings fishery survey

Lew, Daniel K.; Himes-Cornell, Amber; Lee, Jean - In: Marine resource economics 30 (2015) 2, pp. 219-230

Persistent link: https://www.econbiz.de/10011313743

Semiparametric Regression Analysis Under Imputation for Missing Response Data

Härdle, Wolfgang - 2008

We develop inference tools in a semiparametric regression model with missing response data. A semiparametric regression imputation estimator, a marginal average estimator and a (marginal) propensity score weighted estimator are defined. All the estimators are proved to be asymptotically normal,...

Persistent link: https://www.econbiz.de/10012771022

Multiple imputation : an attempt to retell the evolutionary process

Koller-Meinfelder, Florian - In: Wirtschafts- und sozialstatistisches Archiv : ASTA ; … 8 (2014) 4, pp. 249-267

Persistent link: https://www.econbiz.de/10010502059

Item non-response and imputation of annual labor income in panel surveys from a cross-national perspective

Frick, Joachim R. (contributor); … - 2007

underscores the importance of investing more in the improved cross-national harmonization of imputation techniques. JEL … earnings data available for the latter group. In the following we will compare results obtained from the imputation techniques … significant differences can be found for labor income mobility—conditional on the applied imputation techniques. Depending on the …

Persistent link: https://www.econbiz.de/10003561621

Item non-response and imputation of annual labor income in panel surveys from a cross-national Perspective

Frick, Joachim R. (contributor); … - 2007

cross-national harmonization of imputation techniques. Keywords: Item non-response, imputation, income inequality, income … the imputation techniques as given by the various original data providers: HILDA, BHPS, and SOEP, where we will also look … differences can be found for labor income mobility—conditional on the applied imputation techniques. Depending on the mobi- lity …

Persistent link: https://www.econbiz.de/10003577714

Item non-response and imputation of annual labor income in panel surveys from a cross-national perspective

Frick, Joachim R.; Grabka, Markus M. - 2007

approaches underscores the importance of investing more in the improved cross-national harmonization of imputation techniques. …

Persistent link: https://www.econbiz.de/10011630557

Maximizing Correlation in the Presence of Missing Data

Camm, Jeffrey; Wang, Xinfang (Jocelyn) - 2007

In this paper we address the problem of maximizing the correlation between two vectors of time series data, when one of the vectors has missing data and the timing of the missing data is unknown. The motivation for this work comes from environmental monitoring where because of monitoring...

Persistent link: https://www.econbiz.de/10014055540