Download E-books Generalized Estimating Equations, Second Edition PDF

By James W. Hardin, Joseph M. Hilbe

Generalized Estimating Equations, moment Edition updates the best-selling past version, which has been the traditional textual content at the topic because it was once released a decade in the past. Combining idea and alertness, the textual content presents readers with a entire dialogue of GEE and similar types. a number of examples are hired during the textual content, in addition to the software program code used to create, run, and overview the versions being tested. Stata is used because the basic software program for working and exhibiting modeling output; linked R code is additionally given to permit R clients to duplicate Stata examples. particular examples of SAS utilization are supplied within the ultimate bankruptcy in addition to at the book’s website.

This moment variation contains reviews and proposals from numerous resources, together with the Statistics.com path on longitudinal and panel types taught via the authors. different improvements comprise an exam of GEE marginal results; a extra thorough presentation of speculation checking out and diagnostics, masking competing hierarchical versions; and a extra particular exam of formerly mentioned matters.

Along with doubling the variety of end-of-chapter workouts, this version expands dialogue of varied types linked to GEE, akin to penalized GEE, cumulative and multinomial GEE, survey GEE, and quasi-least squares regression. It additionally bargains a completely new presentation of version choice methods, together with the advent of an extension to the QIC degree that's appropriate for selecting between operating correlation constructions.

See Professor Hilbe speak about the book.

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