i have matrix mat elements na, 0, 1, 2. got answer removing columns 0 or na or both values want add additional condition deleting columns.
have delete columns contain same value, delete columns na or 0 or both, columns na or 1 or both , column na or 2 or both (i should keep columns have variation in values)
i used code didn't work properly:
mat_nonna <- mat[, !apply((is.na(mat) | mat == 0) & (is.na(mat) | mat==1) &(is.na(mat) | mat==2), 2, all)] thanks help
if understand correctly request, can try:
mat_nonna <- mat[, apply(mat, 2, function(x){length(unique(x[!is.na(x)])) > 1})] it looks columns more 1 different non na value.
the result is:
mat_nonna # x1.110590170 x1.110906406 x1.110993854 x1.111144756 #a05363 0 0 0 0 #a05370 0 0 0 na #a05380 1 2 0 0 #a05397 0 0 1 2 #a05400 2 0 0 0 #a05426 0 na 0 0
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