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Chapman and Hall/CRC Empirical Likelihood - Chapman and Hall/CRC Monographs

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Description

Empirical Likelihood provides a robust way to perform statistical inferences without the need to specify a parametric model for your data. As a foundational text in the Chapman and Hall/CRC Monographs on Statistics and Applied Probability series, this book explores how the likelihood method offers distinct advantages over standard resampling methods. By using the data itself to determine the shape of confidence regions, this approach provides a more accurate representation of statistical uncertainty. It is an essential resource for researchers looking to combine data from multiple sources or incorporate side information into their analysis. This method also simplifies the process of accounting for complex data scenarios, such as censored, truncated, or biased sampling. This book offers an in-depth treatment of the subject, making it a valuable addition to any library focused on econometrics and statistical theory.

Key Features

Provides statistical inferences that do not depend on specifying a parametric model for the data.

Uses the data to determine the shape of confidence regions, offering advantages over traditional resampling methods.

Makes it easy to combine data from multiple different sources for comprehensive analysis.

Facilitates the incorporation of side information into your statistical models.

Simplifies the process of accounting for censored, truncated, or biased sampling in your datasets.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
18 May 2001
Listed Since
05 February 2007

Barcode

No barcode data available

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