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Growth Curves
This work describes several statistical techniques for studying repeated measures data, presenting growth curve methods applicable to biomedical, social, animal, agricultural and business research. It details the multivariate development of growth science and repeated measures experiments, covering time-moving covariates, exchangable errors, bioassay results, missing data procedures and nonparametric and Bayesian methods.
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Growth Curves
This work describes several statistical techniques for studying repeated measures data, presenting growth curve methods applicable to biomedical, social, animal, agricultural and business research. It details the multivariate development of growth science and repeated measures experiments, covering time-moving covariates, exchangable errors, bioassay results, missing data procedures and nonparametric and Bayesian methods.
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Growth Curves

Growth Curves

Growth Curves
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Growth Curves

Growth Curves

Overview

This work describes several statistical techniques for studying repeated measures data, presenting growth curve methods applicable to biomedical, social, animal, agricultural and business research. It details the multivariate development of growth science and repeated measures experiments, covering time-moving covariates, exchangable errors, bioassay results, missing data procedures and nonparametric and Bayesian methods.

Product Details

ISBN-13: 9781040279137
Publisher: CRC Press
Publication date: 11/01/2024
Series: Statistics: A Series of Textbooks and Monographs
Sold by: Barnes & Noble
Format: eBook
Pages: 382

About the Author

Anant Kshirsagar, William Smith

Table of Contents

The growth curve model; a multidimensional growth curve model; the sum of profiles and time moving covariates models; a growth curve model with exchangeably distributed errors; structured-covariance matrices, model selection, prediction from growth curves and other topics; growth curves with incomplete or unbalanced data; Potthoff-Roy growth curve model - derivations of main results; Bayesian techniques; nonparametric techniques in growth curves. Appendices: case study 1 - effects of prostaglandin and leukotriene on the eyes of dogs; case study 2 - plasma silicon concentrations from dietary treatment of sodium zeolite A (SZA) in quarter horses; case study 3 - endotracheal suctioning in intensive care. (Part Contents).
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