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<図書>
Measurement error in nonlinear models : a modern perspective

責任表示 Raymond J. Carroll ... [et al.]
シリーズ Monographs on statistics and applied probability ; 105
データ種別 図書
2nd ed
出版情報 Boca Raton, FL : Chapman & Hall/CRC , c2006
本文言語 英語
大きさ xxviii, 455 p. : ill. ; 24 cm
概要 Continuing to focus on analytic strategies for regression problems for practical situations in which predictors are measured with error, this edition includes developments across the last decade, incl...ding greatly expanded discussion and applications of Bayesian computation through chain Monte Carlo techniques, a new chapter on longitudinal data and mixed models, and new material on nonparametric regression, density estimation, survival analysis, and score functions, with unique data sets available online. Topics include foundation concepts, including models and sources of data, linear regression and attenuation, regression calibrations, simulation extrapolation, instrumental variables, score function methods, likelihood and "quasilikelihood," Bayesian methods, hypothesis testing, nonparametric estimation, semiparametric regression, survival data, and response variable error. Appendices include background material and technical details, and all chapters have bibliographic notes. Annotation ©2006 Book News, Inc., Portland, OR (booknews.com) 続きを見る

所蔵情報


: Hardcover 理系図3F 数理独自 CARR/60/2a 2006
033212011001133

書誌詳細

一般注記 First ed.: Measurement error in nonlinear models / R.J. Carroll, D. Ruppert, and L.A. Stefanski. 1995
Includes bibliographical references and indexes
著者標目 Carroll, Raymond J.
件 名 LCSH:Regression analysis
LCSH:Nonlinear theories
分 類 LCC:QA278.2
DC22:519.5/36
書誌ID 1001447604
ISBN 9781584886334
NCID BA77660458
巻冊次 : Hardcover ; ISBN:9781584886334 ; XISBN:1584886331
登録日 2011.05.18
更新日 2011.05.18

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