The additive model affected by missing completely at random in the covariate

@article{Nittner2004TheAM,
  title={The additive model affected by missing completely at random in the covariate},
  author={Thomas Nittner},
  journal={Computational Statistics},
  year={2004},
  volume={19},
  pages={261-282}
}
SummaryThe main purpose of this paper is a comparison of several imputation methods within the simple additive modelty =f(x) + ε where the independent variableX is affected by missing completely at random. Besides the well-known complete case analysis, mean imputation plus random noise, single imputation and two kinds of nearest neighbor imputations are used. A short introduction to the model, the missing mechanism, the inference, the imputation methods and their implementation is followed by… CONTINUE READING

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