imputationsdiagnostik
Imputationsdiagnostik refers to the statistical methods and diagnostic procedures used to assess the quality and appropriateness of data imputation techniques. Data imputation is the process of replacing missing values in a dataset with substituted values. While imputation is a common practice to handle incomplete data, it can introduce bias or distort the underlying data structure if not performed correctly. Imputationsdiagnostik aims to identify and quantify these potential issues.
Key aspects of imputationsdiagnostik involve evaluating how well the imputed values represent the true, unobserved values
Furthermore, imputationsdiagnostik considers the assumptions underlying different imputation methods. For instance, simple imputation methods like mean