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|Measurement Error |

|Models, Methods, and Applications |

|Authors/Affiliations |[pic] |

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|John P. Buonaccorsi, University of Massachusetts, Amherst, Massachusetts, USA | |

|Key Features | |

|Covers a wide array of statistical models, including misclassification in one- and two-way | |

|categorical tables, measurement error of various types in linear and nonlinear regression, | |

|measurement error in responses, mixed models, and time series | |

|Describes common methods to correct for measurement error, such as SIMEX, regression calibration,| |

|likelihood-based techniques, and corrected estimating equations | |

|Includes numerous worked examples using real-world data from epidemiology, ecology, and other | |

|disciplines | |

|About the Book |

|This work describes the impacts of measurement errors on naive analyses that ignore them and presents ways to correct for them across a variety of statistical |

|models, from simple one-sample problems and misclassification in categorical models to regression models to more complex mixed and time series models. It covers |

|correction methods based on known measurement error parameters, replication, internal or external validation data, and instrumental variables. The author includes |

|examples using real-world data from epidemiology, ecology, and other disciplines and employs SAS-IML and Stata to implement many of the techniques in the examples. |

|Selected Contents |

|Introduction. Misclassification in Estimating a Proportion. Misclassification in Two-Way Tables. Simple Linear Regression. Multiple Linear Regression. Measurement |

|Error in Regression: A General Overview. Binary Regression. Linear Models with Nonadditive Error. Nonlinear Regression. Error in the Response. Mixed/Longitudinal |

|Models. Time Series. Background Material. References. Indices. |

|Catalog no. C6656, March 2010, 463 pp., 6 1/8 x 9 1/4, Hard Cover |

|ISBN: 978-1-4200-6656-2, $89.95 / £57.99 |

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|CRC Press/Taylor & Francis Group |

|6000 Broken Sound Parkway, NW |

|Suite 300 |

|Boca Raton, FL 33487 |

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|Tel: 1-800-272-7737 |

|Fax: 1-800-374-3401 |

|e-mail: orders@ |

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|For more information on this and other titles visit |

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|ASA members insert promotion code 634LH at online checkout for 15% discount! |

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