From Table A to Table B, we use ____________ to handle the missing values (“NA”).
dv |
v1 |
v2 |
v3 |
v4 |
TABLE B-> |
dv |
v1 |
v2 |
v3 |
v4 |
80 |
50 |
NA |
NA |
85 |
<-TABLE A |
80 |
50 |
67 |
105 |
85 |
95 |
45 |
54 |
109 |
75 |
95 |
45 |
54 |
100 |
75 |
|
70 |
30 |
65 |
110 |
78 |
70 |
30 |
65 |
110 |
78 |
|
NA |
42 |
67 |
105 |
92 |
80 |
42 |
67 |
105 |
92 |
|
80 |
45 |
67 |
105 |
NA |
80 |
45 |
67 |
105 |
85 |
|
73 |
24 |
67 |
108 |
85 |
73 |
24 |
67 |
108 |
85 |
Mean imputation |
||
Median imputation |
||
Mode imputation |
||
Random imputation |
Note: to find which method is used to fill NA we observe table A and table B and check mean, median and mode imputation.
Details explained in the image.
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