Imputation in statistics denotes the method of substituting alternative values for absent data. It is termed “unit imputation” when a single data value is replaced and “item imputation” when a part of a data value is substituted. 
Absence of data can result in a considerable level of bias, complicating the processing and analysis of the data more…Read More.