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000797928 019__ $$a1003086198$$a1003499412
000797928 020__ $$a9781493966400$$q(electronic book)
000797928 020__ $$a1493966405$$q(electronic book)
000797928 020__ $$z1493966383
000797928 020__ $$z9781493966387
000797928 035__ $$aSP(OCoLC)on1000026890
000797928 035__ $$aSP(OCoLC)1000026890$$z(OCoLC)1003086198$$z(OCoLC)1003499412
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000797928 049__ $$aISEA
000797928 050_4 $$aQA275
000797928 08204 $$a511/.43$$223
000797928 1001_ $$aYi, Grace Y.
000797928 24510 $$aStatistical analysis with measurement error or misclassification :$$bstrategy, method and application /$$cGrace Y. Yi.
000797928 260__ $$aNew York :$$bSpringer,$$cc2017.
000797928 300__ $$a1 online resource.
000797928 336__ $$atext$$btxt$$2rdacontent
000797928 337__ $$acomputer$$bc$$2rdamedia
000797928 338__ $$aonline resource$$bcr$$2rdacarrier
000797928 4901_ $$aSpringer series in statistics
000797928 504__ $$aIncludes bibliographical references and indexes.
000797928 5050_ $$aPreface; About the Author; Contents; 1 Inference Framework and Method ; 1.1 Framework and Objective; 1.2 Modeling and Estimator; 1.2.1 Parameter and Identifiability; 1.2.2 Parameter Estimator; 1.2.3 Concepts in Asymptotic Sense; 1.3 Estimation Methods; 1.3.1 Likelihood Method; 1.3.2 Estimating Equations; 1.3.3 Generalized Method of Moments; 1.3.4 Profiling Method; 1.4 Model Misspecification; 1.5 Covariates and Regression Models; 1.6 Bibliographic Notes and Discussion; 1.7 Supplementary Problems; 2 Measurement Error and Misclassification: Introduction
000797928 5058_ $$a2.1 Measurement Error and Misclassification2.2 An Illustration of Measurement Error Effects; 2.3 The Scope of Analysis with Mismeasured Data; 2.4 Issues in the Presence of Measurement Error; 2.5 General Strategy of Handling Measurement Error ; 2.5.1 Likelihood-Based Correction Methods; 2.5.2 Unbiased Estimating Functions Methods; 2.5.3 Methods of Correcting Naive Estimators; 2.5.4 Discussion; 2.6 Measurement Error and Misclassification Models; 2.7 Measurement Error and Misclassification Examples; 2.7.1 Survival Data Example: Busselton Health Study; 2.7.2 Recurrent Event Example: rhDNase Data
000797928 5058_ $$a2.7.3 Longitudinal Data Example: Framingham HeartStudy2.7.4 Multi-State Model Example: HL Data; 2.7.5 Case-Control Study Example: HSV Data; 2.8 Bibliographic Notes and Discussion; 2.9 Supplementary Problems; 3 Survival Data with Measurement Error; 3.1 Framework of Survival Analysis: Models and Methods; 3.1.1 Basic Measures; 3.1.2 Some Parametric Modeling Strategies; 3.1.3 Regression Models; 3.1.4 Special Features of Survival Data; 3.1.5 Likelihood Method; 3.1.6 Model-Dependent Inference Methods; 3.2 Measurement Error Effects and Inference Framework; 3.2.1 Induced Hazard Function
000797928 5058_ $$a3.2.2 Discussion and Assumptions3.3 Approximate Methods for Measurement Error Correction; 3.3.1 Regression Calibration Method; 3.3.2 Simulation Extrapolation Method; 3.4 Methods Based on the Induced Hazard Function; 3.4.1 Induced Likelihood Method; 3.4.2 Induced Partial Likelihood Method; 3.5 Likelihood-Based Methods; 3.5.1 Insertion Correction: Piecewise-Constant Method; 3.5.2 Expectation Correction: Two-Stage Method; 3.6 Methods Based on Estimating Functions; 3.6.1 Proportional Hazards Model; 3.6.2 Simulation Study; 3.6.3 Additive Hazards Model; 3.6.4 An Example: Analysis of ACTG175 Data
000797928 5058_ $$a3.7 Misclassification of Discrete Covariates3.7.1 Methods with Known Misclassification Probabilities; 3.7.2 Method with a Validation Sample; 3.7.3 Method with Replicates; 3.8 Multivariate Survival Data with Covariate MeasurementError; 3.8.1 Marginal Approach; 3.8.2 Dependence Parameter Estimation of Copula Models; 3.8.3 EM Algorithm with Frailty Measurement ErrorModel; 3.9 Bibliographic Notes and Discussion; 3.10 Supplementary Problems; 4 Recurrent Event Data with Measurement Error ; 4.1 Analysis Framework for Recurrent Events; 4.1.1 Notation and Framework
000797928 506__ $$aAccess limited to authorized users.
000797928 588__ $$aDescription based on print version record.
000797928 650_0 $$aErrors-in-variables models.
000797928 650_0 $$aError analysis (Mathematics)
000797928 77608 $$iPrint version:$$z1493966383$$z9781493966387$$w(OCoLC)954007678
000797928 830_0 $$aSpringer series in statistics.
000797928 852__ $$bebk
000797928 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-1-4939-6640-0$$zOnline Access$$91397441.1
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000797928 980__ $$aEBOOK
000797928 980__ $$aBIB
000797928 982__ $$aEbook
000797928 983__ $$aOnline
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