Diagnostic analysis and perturbations in a clustered sampling model

Wang, Dong Q.; Critchley, F. and Liu, Ivy (2004). Diagnostic analysis and perturbations in a clustered sampling model. Communications in Statistics - Theory and Methods, 33(11) pp. 2709–2721.

DOI: https://doi.org/10.1081/STA-200037928

Abstract

In this paper, we will consider the influence analysis of a contingency table in which cell counts are generated by a clustered sampling model. We discuss the estimation procedures for obtaining maximum likelihood estimates and diagnostical methods for a contingency table derived from a cluster sampling model. In particular, we consider diagnostic and influence analysis in a cluster sampling model.

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