### Table 2. Frequencies of Nonresponse and the Use of Imputation Methods

"... In PAGE 12: ... Note that there are several certainty strata and strata with small sampling weights (large sampling fractions), which make little or no contribution to conventional variance estimates. Table2 lists the frequencies of nonresponse and the frequencies of the use of previously listed imputation methods (2)-(8) (note that case (1) corresponds to reported data). We computed v1 and v2 as described earlier.... In PAGE 13: ... i replaced by yI i . For this data set, however, v0 apos;s are almost the same as v1 apos;s, because the ratio imputation methods are not often applied (see Table2 ) and ^ i = yI i in most cases. Since v2 apos;s are not negligible in many cases, the naive estimates v0 apos;s may have large negative biases.... ..."

### Table 2: Pattern of missing data used to compare our method to imputation method.

1997

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### Table 2: Pattern of missing data used to compare our method to imputation method.

### Table 1: Share of total household expenditure by equivalised income decile group and imputation method

### Table 15: Recommendation of Imputation Method for Each Class in a Small Sized Data Set Univariate

2005

### Table 16: Recommendation of Imputation Method for Each Class in a Medium Sized Data Set

2005

### Table 17: Recommendation of Imputation Method for Each Class in a Large Sized Data Set

2005

### Table 31: Confusion matrix obtained for the two experiments by WEKA software, after handling the missing values using NORM multiple imputation method

2004

"... In PAGE 13: ...alues using NORM.....................................................................................................................88 Table31 Confusion matrix obtained for the two experiments by WEKA software, after handling the missing values NORM multiple imputation method.... ..."

### Table 33: Confusion matrix obtained for the two experiments by CRUISE software, after handling the missing values using NORM multiple imputation method

2004

"... In PAGE 13: ...alues using NORM.....................................................................................................................88 Table33 Confusion matrix obtained for the two experiments by CRUISE software, after handling the missing values NORM multiple imputation method.... ..."