SummaryThe method of scoring introduced by R. A. Fisher and C. R. Rao is useful to find solutions from complicated maximum likelihood equations. The purpose of this note is to indicate the implications of this technique in econometrics. For example the linearized maximum likelihoodLMLestimates of Rothenberg and Leenders (1) are only special values of Rao's estimates.