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10 results for keyword:imputation
10 results for keyword:imputation

Density estimation by neural networks

This dissertation develops density estimation and filtering methods to analyze complex high-frequency data prone to uncertainty pronounced in missing observations or errors by measurement

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Consistent estimates for categorical data based on a mix of administrative data sources and surveys

Dissertation on multiple imputation of latent classes to simultaneously estimate and correct for misclassification and missing data in combined datasets.

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Variances of Census Tables after Mass Imputation

We consider variance estimation for the Dutch virtual Census, when mass imputation is used for educational attainment.

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A MIP approach for a generalised data editing problem

A mixed-integer programming formulation is presented of automatic error localisation with general edit operations.

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Mass Imputation for Census Estimation

Estimating educational attainment levels for the Dutch Virtual Census

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Imputation of Numerical Data under Edit Restrictions

This paper discusses a new imputation method for estimating missing data.

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Estimating Classification Error under Edit Restrictions in Combined Survey-Register Data

This discussion paper describes a method based on latent class modeling

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An application of population size estimation to offcial statistics: Sensitivity of model assumptions and the effect of implied coverage

Dissertation on estimating the undercoverage of a population register, and the effects of violating the assumptions of capture-recapture methods and missing values.

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Restrictive imputation of incomplete survey data

Dissertation G. Vink, Restrictive imputation of incomplete survey data, Missing data, imputation, multiple imputation, estimation methods under restrictions

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Imputation of restricted data: Applications to business suveys

Dissertation on models developed to impute business data, many of which are subject to linear equality and inequality constraints.

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