Handling Missing Values

Missing Values

Reasons for missing values

  • Information is not collected (age of a person)
  • Attributes may be not applicable to all cases (income of a child)


Handling

  • radical
    • eliminate the variable (column)
    • eliminate the object (row)
  • fix
    • use some constant to fill in the missing values
  • estimate


Sources