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Hot-Deck Imputation
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Revision as of 04:26, August 24, 2016
1 byte added
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04:26, August 24, 2016
clean up
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Line 24:
1. We impute age, race and gender independently.<br>
1. We impute age, race and gender independently.<br>
2. For race, we first try to base imputation on other data (e.g., ethnicity) for the same person.<br>
2. For race, we first try to base imputation on other data (e.g., ethnicity) for the same person.<br>
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3. We impute all remaining missing values using only "good" unimputed) data for another person in the same group, or ctrlnum.<br>
+
3. We impute all remaining missing values using only "good"
(
unimputed) data for another person in the same group, or ctrlnum.<br>
4. We use each "good" data value only once for imputation.<br>
4. We use each "good" data value only once for imputation.<br>
5. We work backwards over the ctrlnum; then, if necessary, we work forwards.<br>
5. We work backwards over the ctrlnum; then, if necessary, we work forwards.<br>
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