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Censored data brought quite some difficulties to analysis. Why is it important to consider censoring? Why cannot we just treat the censored records the same

Censored data brought quite some difficulties to analysis. Why is it important to consider censoring? Why cannot we just treat the censored records the same way as the others? Why cannot we just throw them away? You may want to use examples. No need to list citation in any formal style.

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