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- W1958961272 abstract "After a short introduction of the model, the missing mechanism and the method of inference some imputation procedures are introduced with special focus on the simulation experiment. Within this experiment, the simple additive model y = f(x) + e is assumed to have missing values in the independent variable according to MCAR. Besides the well-known complete case analysis, mean imputation plus random noise, a single imputation and two ways of nearest neighbor imputation are used. These methods are compared within a simulation experiment based on the average mean square error, variances and biases of hat{f}(x) at the knots." @default.
- W1958961272 created "2016-06-24" @default.
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- W1958961272 date "2002-01-01" @default.
- W1958961272 modified "2023-09-23" @default.
- W1958961272 title "The Additive Model with Missing Values in the Independent Variable - Theory and Simulation" @default.
- W1958961272 doi "https://doi.org/10.5282/ubm/epub.1653" @default.
- W1958961272 hasPublicationYear "2002" @default.
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