Description Usage Arguments Value See Also Examples
The C code called by this function was written by
Mark Seligman at Rapid Biologics, http://rapidbiologics.com
The function gpuLm
calls this function
to fit linear models. So gpuLm.fit should not need to be used
directly.
1 2 |
x |
design matrix of dimension |
y |
vector of observations of length |
w |
vector of weights (length |
offset |
numeric of length |
method |
currently, only |
useSingle |
logical. If TRUE, the gpu will use single precision arithmetic. In the future, if FALSE the gpu may use double precision arithmetic, but this is not implemented yet. |
tol |
tolerance for the |
singular.ok |
logical. If |
... |
currently disregarded. |
a list with components
coefficients |
|
residuals |
|
fitted.values |
|
effects |
(not null fits) |
weights |
|
rank |
integer, giving the rank |
df.residual |
degrees of freedom of residuals |
qr |
(not null fits) the QR decomposition, see |
gpuLm
which should usually be used for linear least squares
regression
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