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Imputation of Censored Response Data in a Bivariate Designed Experiment

Summary: [This abstract is based on the authors' abstract.]Several methods of imputing censored response data in bivariate designed experiments are considered. One method introduced uses the conditional expectation of the relative truncated distribution, taking into consideration the dependency as well as the multivariate nature of the response variables. Variations of the method are demonstrated, and imputed values are compared with each other and the original data.

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  • Topics: Data Quality, Design of Experiments
  • Keywords: Censored data,Design of experiments (DOE),Expectation,Imputation,Truncated data
  • Author: Chowdhury, Abdul H.; Aggarwala, Rita
  • Journal: Quality Engineering