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鉴于第一个数据帧中存在一个值,我想用另一个数据帧中的值替换一个数据帧中的值。

第一个数据帧由 1 或 0 的值组成,NA 是占位符。

a <- structure(list(A.1 = c(1L, 0L, NA, 1L, 1L, 0L), A.2 = c(1L, 1L, 
1L, NA, 1L, NA), A.3 = c(0L, NA, NA, 0L, NA, NA), A.4 = c(NA, 
1L, 1L, NA, 0L, NA), A.5 = c(NA, NA, 1L, NA, NA, NA), A.6 = c(NA, 
NA, 1L, NA, NA, 1L)), .Names = c("A.1", "A.2", "A.3", "A.4", 
"A.5", "A.6"), class = "data.frame", row.names = c(NA, -6L))

第二个数据帧包含的值应该替换第一个数据帧中 NA 位置的 1 或 0

r <- structure(list(R.1 = c(45L, 33L, 44L, 24L, 32L, 22L), R.2 = c(33L, 
99L, 44L, 25L, 25L, 33L), R.3 = c(22L, 77L, 22L, NA, 26L, NA), 
    R.4 = c(NA, NA, 32L, NA, NA, NA)), .Names = c("R.1", "R.2", 
"R.3", "R.4"), class = "data.frame", row.names = c(NA, -6L))

目标是这样的:

d <- structure(list(D.1 = c(45L, 33L, NA, 24L, 32L, 22L), D.2 = c(33L, 
99L, 44L, NA, 25L, NA), D.3 = c(22L, NA, NA, 25L, NA, NA), D.4 = c(NA, 
77L, 44L, NA, 26L, NA), D.5 = c(NA, NA, 22L, NA, NA, NA), D.6 = c(NA, 
NA, 32L, NA, NA, 33L)), .Names = c("D.1", "D.2", "D.3", "D.4", 
"D.5", "D.6"), class = "data.frame", row.names = c(NA, -6L))

欢迎任何和所有建议。

4

2 回答 2

6
d <- t(a)
d[!is.na(d)] <- t(r)[!is.na(t(r))]
t(d)
     A.1 A.2 A.3 A.4 A.5 A.6
[1,]  45  33  22  NA  NA  NA
[2,]  33  99  NA  77  NA  NA
[3,]  NA  44  NA  44  22  32
[4,]  24  NA  25  NA  NA  NA
[5,]  32  25  NA  26  NA  NA
[6,]  22  NA  NA  NA  NA  33

另外,请注意t()返回矩阵而不是 data.frame

于 2012-07-25T23:08:05.587 回答
3
d <- matrix(data=NA, ncol=ncol(a),nrow=nrow(a)) # Initialize matrix

replacements <- t(r) # Transpose R for na.omit()

# Replace
for (x in 1:nrow(a)) { 
  locations <- which(!is.na(a[x,]))
  d[x,locations] <- na.omit(replacements[,x])
  }
于 2012-07-25T23:07:13.323 回答