cholSE: Generalized Cholesky Matrix Decomposition

In nlmixr2est: Nonlinear Mixed Effects Models in Population PK/PD, Estimation Routines

Generalized Cholesky Matrix Decomposition

Description

Performs a (modified) Cholesky factorization of the form

Usage

cholSE(matrix, tol = (.Machine$double.eps)^(1/3))

Arguments

matrix	Matrix to be Factorized.
tol	Tolerance; Algorithm suggests (.Machine$double.eps) ^ (1 / 3), default

Details

t(P) %*% A %*% P + E = t(R) %*% R

As detailed in Schnabel/Eskow (1990)

Value

Generalized Cholesky decomposed matrix.

Note

This version does not pivot or return the E matrix

Author(s)

Matthew L. Fidler (translation), Johannes Pfeifer, Robert B. Schnabel and Elizabeth Eskow

References

matlab source: http://www.dynare.org/dynare-matlab-m2html/matlab/chol_SE.html; Slightly different return values

Robert B. Schnabel and Elizabeth Eskow. 1990. "A New Modified Cholesky Factorization," SIAM Journal of Scientific Statistical Computing, 11, 6: 1136-58.

Elizabeth Eskow and Robert B. Schnabel 1991. "Algorithm 695 - Software for a New Modified Cholesky Factorization," ACM Transactions on Mathematical Software, Vol 17, No 3: 306-312

nlmixr2est documentation built on Oct. 8, 2023, 9:06 a.m.