Robust two-stage estimation in hierarchical nonlinear models

Biometrics

Volumn 57, Issue 1, 2001, Pages 266-272

  Yeap, Beow Yong ^a   Davidian, Marie ^b  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

^b NORTH CAROLINA STATE UNIVERSITY   (United States)

Author keywords

M estimation; Mixed effects; Outliers; Repeated measurements

Indexed keywords

COMPUTATION THEORY; HIERARCHICAL SYSTEMS; ITERATIVE METHODS; NONLINEAR ANALYSIS; POPULATION STATISTICS; RANDOM PROCESSES;

HIERARCHICAL MODEL; M-ESTIMATION; MIXED EFFECTS; NON-LINEAR MODELLING; OUTLIER; REPEATED MEASUREMENTS; SOURCES OF VARIATION; TWO SOURCES; TWO-STAGE APPROACHES; TWO-STAGE ESTIMATIONS;

RANDOM ERRORS;

ALGORITHM; ARTICLE; HUMAN; MEASUREMENT; NONLINEAR SYSTEM; SAMPLING; STATISTICAL ANALYSIS;

EID: 0035099139     PISSN: 0006341X     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.0006-341X.2001.00266.x     Document Type: Article

References (16)

1. Robust estimation in heteroscedastic linear models
2. Some simple methods for estimating intraindividual variability in nonlinear mixed effects models
3. A robust approach to the analysis of repeated measures
4. Nonlinear mixed effects model for repeated measures data
5. Robust M-estimators of multivariate location and scatter
6. Efficient algorithms for robust estimation in linear mixed-effects models using the multivariate t-distribution
7. Robust restricted maximum likelihood in mixed linear models
8. Identification and accommodation of outliers in general hierarchical models
9. Alternative approaches to estimation of population pharmacokinetic parameters: Comparison with the nonlinear mixed effect model
10. Consequences of prolonged inhalation of qzone on F344/N rats: Collaborative studies. Part II: Mechanical properties, responses to bronchoactive stimuli, eicosanoid release in isolated large and small airways
11. Contractile responses and structure of small bronchi isolated from rats after 20 months' exposure to ozone
12. Robust inference in hierarchical nonlinear models