Statistical Analysis of Measurement Error Models: Proceedings of the Ams-Ims-Siam Joint Summer Research Conference Held June 10-16, 1989, With Support from the National Science Foundation and the U.s - Brossura

Ams-Ims-Siam Joint Summer Research Conference In The Mathematical Scie; Brown, Philip J.; Fuller, Wayne A.; American Mathematical Society; Institute Of Mathematical Statistics; Society For Industrial And Applied Mathematics

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ISBN 10: 0821851179 ISBN 13: 9780821851173

Casa editrice: Amer Mathematical Society, 1990

Riassunto

Measurement error models describe functional relationships among variables observed, subject to random errors of measurement. Examples include linear and nonlinear errors-in-variables regression models, calibration and inverse regression models, factor analysis models, latent structure models, and simultaneous equations models. Such models are used in a wide variety of areas, including medicine, the life sciences, econometrics, chemometrics, geology, sample surveys, and time series. Although the problem of estimating the parameters of such models exists in most scientific fields, there is a need for more sources that treat measurement error models as an area of statistical methodology.This volume is designed to address that need. This book contains the proceedings of an AMS-IMS-SIAM Joint Summer Research Conference in the Mathematical Sciences on Statistical Analysis of Measurement Error Models and Applications. The conference was held at Humboldt State University in Arcata, California in June 1989. The papers in this volume fall into four broad groups. The first group treats general aspects of the measurement problem and features a discussion of the history of measurement error models. The second group focuses on inference for the nonlinear measurement error model, an active area of research which generated considerable interest at the conference. The third group of papers examines computational aspects of estimation, while the final set studies estimators possessing robustness properties against deviations from common model assumptions.

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Book by AmsImsSiam Joint Summer Research Conference in the

Dettagli dell'edizione

• Editore: Amer Mathematical Society
• Data di pubblicazione: 1990
• Lingua: Inglese
• ISBN 10: 0821851179
• ISBN 13: 9780821851173
• Rilegatura: Copertina flessibile
• Numero di pagine: 248
• Contatto del produttore: non disponibile
• Persona responsabile: Mare Nostrum Group B.V.; gpsr@mare-nostrum.co.uk; ; Doelen 72; Breda; 4831 GR; Paesi Bassi