English

A note on Influence diagnostics in nonlinear mixed-effects elliptical models

Methodology 2021-09-17 v4

Abstract

This paper provides general matrix formulas for computing the score function, the (expected and observed) Fisher information and the Δ\Delta matrices (required for the assessment of local influence) for a quite general model which includes the one proposed by Russo et al. (2009). Additionally, we also present an expression for the generalized leverage. The matrix formulation has a considerable advantage, since although the complexity of the postulated model, all general formulas are compact, clear and have nice forms.

Keywords

Cite

@article{arxiv.0906.0113,
  title  = {A note on Influence diagnostics in nonlinear mixed-effects elliptical models},
  author = {Alexandre G. Patriota},
  journal= {arXiv preprint arXiv:0906.0113},
  year   = {2021}
}

Comments

Paper submitted for possible publication, 6 pages (formulas corrected)

R2 v1 2026-06-21T13:08:00.063Z