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On the rate of convergence of the ECME algorithm for multiple regression models with t-distributed errors
Authors:KOWALSKI, JEANNE   TU, XIN M.   DAY, ROGER S.   MENDOZA-BLANCO, JOSE
Affiliation:Department of Mathematics and Statistics, University of Pittsburgh Pittsburgh, Pennsylvania 15260, U.S.A. e-mail: JJK+{at}pitt.edu xintu+{at}pitt.edu
Department of Biostatistics, University of Pittsburgh Pittsburgh, Pennsylvania 15260, U.S.A. e-mail: day{at}zydeco.pci.upmc.edu
Universidad Nacional Autónoma de México, Facultad de Ciencias, Departamento de Matemáticas Circuito Exterior, Cd. Universitaria. c.p. 04510, México, D.F., México e-mail: jmendoza{at}escher.fciencias.unam.mx
Abstract:
Keywords:ECME    EM    Maximum likelihood    Step-length Newton's method    t-distribution
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