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Statistical Models - Davison, A. C.
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Models and likelihood are the backbone of modern statistics. This 2003 book gives an integrated development of these topics that blends theory and practice, intended for advanced undergraduate and graduate students, researchers and practitioners. Its breadth is unrivaled, with sections on survival analysis, missing data, Markov chains, Markov random fields, point processes, graphical models, simulation and Markov chain Monte Carlo, estimating functions, asymptotic approximations, local likelihood and spline regressions as ...

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Statistical Models 2008, Cambridge University Press, Cambridge

ISBN-13: 9780521734493

Trade paperback

Statistical Models 2003, Cambridge University Press, Cambridge

ISBN-13: 9780521773393

Hardcover