Growth curve analysis of complete and incomplete longitudinal data

Growth curve analysis is reviewed for both complete and incomplete data structures. Specific attention is paid to the incomplete data model of Kleinbaum and its applicability to the mixed longitudinal study. Design considerations and efficiency for various incomplete longitudinal studies are also discussed.

[1]  C. G. Khatri,et al.  A note on a manova model applied to problems in growth curve , 1966 .

[2]  C. R. Rao,et al.  Least squares theory using an estimated dispersion matrix and its application to measurement of signals , 1967 .

[3]  Y. Lee.  A note on Rao's reduction of Potthoff & Roy's generalized linear model , 1974 .

[4]  C J Kowalski,et al.  Longitudinal data analysis. , 1974, Growth.

[5]  D. Kleinbaum.  A generalization of the growth curve model which allows missing data , 1973 .

[6]  D. C. Bowden,et al.  Tolerance Bands for Growth Curves , 1973 .

[7]  R. C. Elston,et al.  Estimation of Time-Response Curves and Their Confidence Bands , 1962 .

[8]  David Machin.  385: ON A DESIGN PROBLEM IN GROWTH STUDIES , 1975 .

[9]  R. R. Hocking,et al.  The analysis of incomplete data. , 1971 .

[10]  A. Wald.  Tests of statistical hypotheses concerning several parameters when the number of observations is large , 1943 .

[11]  David G. Kleinbaum,et al.  Testing linear.hypotheses in generalized multivariate linear models , 1973 .

[12]  S. Chakravorti.  MAXIMUM LIKELIHOOD ESTIMATION FOR THE GROWTH CURVE MODEL WITH UNEQUAL DISPERSION MATRICES , 1975 .

[13]  Calyampudi R. Rao.  Recent trends of research work in multivariate analysis , 1972 .

[14]  Robert F. Woolson,et al.  Analysis of Incomplete Data from Longitudinal and Mixed Longitudinal Studies , 1978 .

[15]  Calyampudi R. Rao,et al.  The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves. , 1965, Biometrika.

[16]  A note on the analysis of the manova model and its application to growth curves , 1975 .

[17]  Yasunori Fujikoshi,et al.  On the asymptotic non-null distributions of the LR criterion in a general manova , 1974 .

[18]  D. G. Kabe.  Some results for the GMANOVA model , 1975 .

[19]  C.G Khatri.  Testing some covariance structures under a growth curve model , 1973 .

[20]  J. Beauchamp,et al.  Some investigations and simulation studies of canonical analysis , 1973 .

[21]  G. Box,et al.  Problems in the analysis of growth and wear curves. , 1950, Biometrics.

[22]  Malay Ghosh,et al.  Nonparametric Methods in Longitudinal Studies , 1973 .

[23]  S. Chakravorti.  On some tests of growth curve model under Behrens-Fisher stituation , 1974 .

[24]  R. Potthoff,et al.  A generalized multivariate analysis of variance model useful especially for growth curve problems , 1964 .

[25]  R. Elashoff,et al.  Missing Observations in Multivariate Statistics I. Review of the Literature , 1966 .

[26]  Tom Fearn,et al.  A Bayesian approach to growth curves , 1975 .

[27]  C. R. Rao,et al.  Some statistical methods for comparison of growth curves. , 1958 .

[28]  C. Radhakrishna Rao,et al.  Linked cross-sectional study for determining norms and growth rates- a pilot survey on Indian school-going boys , 1966 .

[29]  D. M. Allen,et al.  Analysis of growth and dose response curves. , 1969, Biometrics.

[30]  Yasunori Fujikoshi,et al.  Asymptotic expansions of the non-null distributions of three statistics in GMANOVA , 1974 .

[31]  Generalized manova double linear hypothesis with double linear restrictions , 1975 .

[32]  John Wishart,et al.  GROWTH-RATE DETERMINATIONS IN NUTRITION STUDIES WITH THE BACON PIG, AND THEIR ANALYSIS , 1938 .

[33]  Calyampudi R. Rao.  SOME PROBLEMS INVOLVING LINEAR HYPOTHESES IN MULTIVARIATE ANALYSIS , 1959 .