In R, what does a negative index do?

问题:

I am porting part of a program (not enough to compile and run) from R to C++. I am not familiar with R. I have done okay using the references online, but was stumped by the following line:

cnt2.2<-cnt2[,-1]

I am guessing:

1. cnt2 is a 2 dimensional matrix
2. cnt2.2 is a new variable being declared with a period '.' used the same way an alphabetic character would be.
3. <- is an assignment.
4. [,-1] accesses part of the array. I thought [,5] meant all rows, 5th column only. If this is correct, I have no idea what -1 refers to.

回答1:

This is covered in section 2.7 of the manual: http://cran.r-project.org/doc/manuals/R-intro.html#Index-vectors

It is a negative index into the cnt2 object specifying all rows and all columns except the first column.

回答2:

Negative indices specify dropping (rather than retaining) particular elements ... so x[,-1] specifies dropping the first column (rows are the first dimension, before the comma, and columns are the second dimension, after the comma). From ?"[" ( http://stat.ethz.ch/R-manual/R-devel/library/base/html/Extract.html ):

For ‘[’-indexing only: ‘i’, ‘j’, ‘...’ can be logical
          vectors, indicating elements/slices to select.  Such vectors
          are recycled if necessary to match the corresponding extent.
          ‘i’, ‘j’, ‘...’ can also be negative integers, indicating
          elements/slices to leave out of the selection.

回答3:

1) cnt2 is a 2 dimensional matrix

From the code you provided it is indeed a 2-dimensional structure of some sort (quite possibly a matrix).

2) cnt2.2 is a new variable being declared with a period '.' used the same way an alphabetic character would be.

Correct.

3) <- is an assignment.

Correct.

4) [,-1] accesses part of the array. I thought [,5] meant all rows, 5th column only. If this is correct, I have no idea what -1 refers to.

[,-1] selects all columns except column 1. Note that, unlike in C++, indices in R start from one rather than zero.