Existence of MLEs for discrete linear exponential models

zbMath0451.62042MaRDI QIDQ1148087

Aickin, Mikel

Publication date: 1979

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

zbMATH Keywords

regression modelslog-linearNewton-Raphson approximationpartial compactificationdiscrete linear exponential modelsexistence of maximum likelihood estimator

Mathematics Subject Classification ID

Point estimation (62F10) Contingency tables (62H17)

Related Items (3)

Maximum likelihood estimation in log-linear models ⋮ Computationally efficient likelihood inference in exponential families when the maximum likelihood estimator does not exist ⋮ Some large trial properties of minimum likelihood allocation

Cites Work

• An overview of multivariate data analysis
• Log-linear models for frequency data: sufficient statistics and likelihood equations
• Generalized Iterative Scaling for Log-Linear Models
• Consistency and Asymptotic Normality of MLE's for Exponential Models
• Linear Statistical Inference and its Applications
• A note on approximations to discrete probability distributions
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