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Likelihood and plausibility -- Sample-hypothesis duality and Lods functions -- Logic of integral separation. Ancillarity and sufficiency -- Convex analysis -- Log-concavity and unimodality -- Laplace transforms -- Introductory theory of exponential families -- Duality and expone…
This book gives a comprehensive introduction to exponential family nonlinear models, which are the natural extension of generalized linear models and normal nonlinear regression models. The differential geometric framework is presented for these models and geometric methods are …
