Regularized calculation of estimates with singular variance matrices and constraints (Q1096578)

Regularized estimation algorithms of the same type which are based on regularized Cholesky and Householder factorizations are proposed for two classes of ill-posed estimation problems with nonregular constraints in the form of equalities and inequalities, with a singular variance matrix. Bounds for the regularization parameter values are obtained that ensure stability of the algorithms.