Empirical Likelihood - Chapman & Hall/CRC Statistics Monograph - Image 1

£144.98

Chapman and Hall/CRC Empirical Likelihood - Chapman & Hall/CRC Statistics Monograph

Name: Empirical Likelihood - Chapman & Hall/CRC Statistics Monograph
Brand: Chapman and Hall/CRC
Price: 144.98 GBP
Availability: InStock

Applied Mathematics

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Description

Empirical Likelihood by Chapman and Hall/CRC provides a comprehensive guide to statistical inference methods that operate without requiring parametric model specification. This monograph explores how empirical likelihood leverages data-driven confidence region construction, enabling researchers to combine information from multiple sources seamlessly. The method excels at incorporating side information and handling complex data scenarios including censoring, truncation, and biased sampling. As one of the pioneering works in this field, this Chapman and Hall/CRC volume delivers in-depth treatment of empirical likelihood techniques, offering statisticians and applied mathematicians a robust alternative to traditional resampling approaches with theoretical rigour and practical applicability.

Key Features

Empirical Likelihood methodology requires no parametric model specification, allowing validity of inferences independent of distributional assumptions.

Chapman and Hall/CRC monograph combines data from multiple sources efficiently whilst maintaining statistical rigour and interpretability.

Method constructs confidence regions whose shapes are determined by the data itself rather than prespecified assumptions.

Techniques facilitate incorporation of side information and simplify accounting for censored, truncated, or biased sampling scenarios.

In-depth treatment of empirical likelihood construction methods provides theoretical foundations for advanced statistical applications.

Resampling-independent approach offers inherent advantages through likelihood-based inference for complex data analysis.

Product Specifications

Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 1584880716
Category: Books > Subjects > Science, Nature & Maths > Mathematics > Applied Mathematics
Domain: Amazon UK
Release Date: 18 May 2001
Listed Since: 05 February 2007

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Chapman and Hall/CRC Empirical Likelihood - Chapman & Hall/CRC Statistics Monograph

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