£44.89

About as cheap as it gets — within 5% of the all-time low it hit 3 months ago.

£45 today · all-time low £43 (Aug 2026) · usually £44

Springer Mixed-Effects Models and Small Area Estimation (SpringerBriefs in Statistics)

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£45.66 £43.24 £43.77 £44.30 £44.82 £45.35 £45.88 11 August 2026 27 August 2026 12 September 2026 28 September 2026 15 October 2026
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Description

This book provides a self-contained introduction of mixed-effects models and small area estimation techniques. In particular, it focuses on both introducing classical theory and reviewing the latest methods. First, basic issues of mixed-effects models, such as parameter estimation, random effects prediction, variable selection, and asymptotic theory, are introduced. Standard mixed-effects models used in small area estimation, known as the Fay-Herriot model and the nested error regression model, are then introduced. Both frequentist and Bayesian approaches are given to compute predictors of small area parameters of interest. For measuring uncertainty of the predictors, several methods to calculate mean squared errors and confidence intervals are discussed. Various advanced approaches using mixed-effects models are introduced, from frequentist to Bayesian approaches. This book is helpful for researchers and graduate students in fields requiring data analysis skills as well as in mathematical statistics.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
04 February 2023
Listed Since
30 November 2022

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