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604 – Inferential Methods in Statistical Computing
A Missing Technique for Estimating Missing Values
Sponsor: Section on Statistical Computing
Keywords: Average Log Likelihood Function, Combination, Dummy Missing Value, Likelihood Rate, Simple Random Sample
Silvia Irin Sharna
Ball State University
Mian Arif Shams Adnan
Department of Mathematical Sciences
Rahmatullah Imon
Ball State University
A missing value resembles not necessarily only the unknown data of an unknown probability of distribution but also their unknown characteristics. In this situation, it is better to construct a basket of characteristics based on assumed missing values. So, our immediate objective will be prudently picking the core characteristics for estimating the missing values and we refer this technique as "Missing" Technique.