Handbook of Measurement Error Models, 1st Edition – FULL INSTANT DOWNLOAD | PDF DOCX EPUB

Name: Handbook of Measurement Error Models
Edition: 1st Edition
ISBN-13: 9781032070087
ISBN-10: 1032070080
Addition ISBN: 9781138106406, 9781315101279, 9781351588577, 9781351588591, 1351588583, 9781351588584
Author(s): Grace Y. Yi, Publisher: Chapman & Hall, Copyright: 2022
Measurement error arises ubiquitously in applications and has been of long-standing concern in a variety of fields, including medical research, epidemiological studies, economics, environmental studies, and survey research. While several research monographs are available to summarize methods and strategies of handling different measurement error problems, research in this area continues to attract extensive attention. The Handbook of Measurement Error Models provides overviews of various topics on measurement error problems. It collects carefully edited chapters concerning issues of measurement error and evolving statistical methods, with a good balance of methodology and applications. It is prepared for readers who wish to start research and gain insights into challenges, methods, and applications related to error-prone data. It also serves as a reference text on statistical methods and applications pertinent to measurement error models, for researchers and data analysts alike. Features: Provides an account of past development and modern advancement concerning measurement error problems Highlights the challenges induced by error-contaminated data Introduces off-the-shelf methods for mitigating deleterious impacts of measurement error Describes state-of-the-art strategies for conducting in-depth research