Chapter in Encyclopedia of Environmetrics describes the principle of equivariance, often accepted in the statistical estimation. It contains the sections: Group Invariance and Equivariance; Minimum Risk Equivariant Estimators; Maximal Invariants and Pitman's Estimator of Location; Affine-equivariance in Multivariate Models; Equivariant Functionals.