Matrix expression causes error “requires numeric/complex matrix/vector arguments”?

问题

ma=diag(3)+t(da)%*%da

R Code above, error message as follows:

Error in t(da) %*% da : requires numeric/complex matrix/vector arguments

da is a matrix, looks as following:

V45       V46          V47          V48         V49         V50          V51    
1    0.461727059  2.357732985 -1.536932071 -1.34425710  0.893541975 -0.0676913075 -0.86532231
2    0.253022555  1.524473647 -0.588911138 -1.65207275 -0.072255170 -0.5212951533 -1.43686625
3    0.824678362  1.497001189  0.335973892 -0.84027799  0.275289411 -0.2921928001 -0.16277595
4    0.854530787  2.258305198  0.107346531 -1.69194014 -0.841572928 -1.1153931009 -1.939461341
5    1.148286984 -0.232390389 -0.498465734 -0.45728816  0.352889082  0.9868844505 -0.68401129

Could anyone help me to figure out the error?

回答1:

To get the matrix multiplication to work, you need to convert the data.frame (presumably that's what da is) to a matrix:

t(da)%*%as.matrix(da)

But this gives a 7x7 matrix which can't be added to the 3x3 identity matrix that you're using. Do you mean something like:

ma=diag(7)+t(da)%*%as.matrix(da)

You may like to have a look at An Introduction to R if you don't feel confident about the difference between a matrix and data.frame.

回答2:

See also this solution: https://bugs.r-project.org/bugzilla/show_bug.cgi?id=16607

I couldn't figure out what was wrong with combat, so I tried to run PCA (function prcomp) on my dataset. R kept telling me that the input is not a matrix, even though when checking the class of the input object, it did say 'matrix' and mode 'numeric'. After restarting my IDE (Architect in my case), everything was running fine with combat and with PCA.

回答3:

Matrix expression causes error “requires numeric/complex matrix/vector arguments”?

This error occurs because you are passing a String in vector and As string cannot be multiply. matrix(c('1','2','2','1'), nrow=2,ncol=2,byrow=TRUE)->> J

To correct it pass a numeric/complex arguments it works. matrix(c(1,2,2,1), nrow=2,ncol=2,byrow=TRUE)->> j

then use this t = j %*% t(j) //it will print the multiplication of matrix transpose and matrix. print(t)

来源：https://stackoverflow.com/questions/22906804/matrix-expression-causes-error-requires-numeric-complex-matrix-vector-arguments

标签

matrix

matrix-multiplication

transpose