Analysis of correlated series of repeated measurements: application to challenge data

Data from an ACTH challenge experiment with veal calves, two short time series of cortisol measurements per animal at 6 and 27 weeks of age, are analysed. Interest is focussed on variation in cortisol profiles both within and between animals. Potential effects of an animals diet and housing system o...

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Bibliographic Details
Published in:	Biometrical journal Vol. 45; no. 7; pp. 866 - 886
Main Authors:	Engel, Bas, van Reenen, Kees, Buist, Willem
Format:	Journal Article
Language:	English
Published:	Berlin WILEY-VCH Verlag 01-10-2003 WILEY‐VCH Verlag Wiley-VCH
Subjects:	Approximations and expansions curves Eigenfunctions Exact sciences and technology growth inference Inference from stochastic processes; time series analysis information Linear inference, regression Longitudinal data Mathematical analysis Mathematics maximum-likelihood mixed effects models Non-linear mixed models parameter Polynomials Probability and statistics Random coefficients REML Sciences and techniques of general use smoothing spline Splines Statistics variance B spline Integration Eigenfunction Time series Statistical estimation Parametric model Stochastic process Laplacian Spline Semiparametric model Parametric method Correlation analysis Population curve Mixed model Non linear model Individual curve Repeated measurement Random effect Software Maximum likelihood Autocorrelation Principal component analysis
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