Description Usage Arguments Details Value
Compute a MSE estimate for 3D-volume predictors. The structure of interest is a random compact set. The sampling device is a uniform random lattice of figures.
1 | vol.mse.est(fldata,mse.only=TRUE,iso=FALSE,diff2use)
|
fldata |
data collected for volume prediction, object of class |
mse.only |
TRUE (default) if only the MSE estimate must be returned. |
iso |
FALSE (default) if the boundary is not assumed to be isotropic. |
diff2use |
a family of lattice vectors defining the data covariations to be used for the MSE estimation. A matrix with as many columns as lattice vectors. Each column contains the vector coordinates in the basis defined by the lattice generating matrix. Optional: a default value is computed. If isotropy is assumed, the lattice generating matrix (3 main basis vectors). Otherwise, 3 face diagonal lattice vectors are added to the 3 main basis vectors. |
vol.mse.est
invokes the function vol.mse
.
If mse.only is TRUE, the MSE estimate as a scalar. Otherwise a list with components:
S.est |
estimate of the boundary surface area. |
deformation |
used when the boundary is not assumed to be isotropic. It is assumed that there exists a volume preserving linear transformation which makes the boundary isotropic. This list component contains the estimated transformation matrix. |
mse.est |
MSE estimate. |
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