Abstract
A number of the chapters in this volume deal with incomplete observations, offering a broad view of the issues surrounding missing data and of the main strategies proposed to deal with them. I provide some brief comments on these chapters.
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Refrences
Armitage, P. (1998). Attitudes in clinical trials. Statistics in Medicine 17, 2675–2683.
Diggle, P. and Kenward, M.G. (1994). Informative drop-out in longitudinal data analysis. Applied Statistics 43, 49–93.
Dupuy, J.F. (2002). Joint modeling of survival and nonignorable missing longitudinal quality of life data. In: Mesbah, M., Cole, B.F. and Lee, M.-L. (eds.), Statistical Methods for Quality of Life Studies. Design, Measurements and Analysis. Boston: Kluwer Academic Publishers.
Fairclough, D.L. (2002). Multiple imputation for non-random missing data. In: Mesbah, M., Cole, B.F. and Lee, M.-L. (eds.), Statistical Methods for Quality of Life Studies. Design, Measurements and Analysis. Boston: Kluwer Academic Publishers.
Gnecco, C. and Lachenbruch, P.A. (2002). Regulatory aspects of quality of life. In: Mesbah, M., Cole, B.F. and Lee, M.-L. (eds.), Statistical Methods for Quality of Life Studies. Design, Measurements and Analysis. Boston: Kluwer Academic Publishers.
Little, R.J.A. and Rubin, D.B. (1987). Statistical Analysis with missing data. New York: Wiley.
Molenberghs, G., Thijs, H., Verberke, G., Michiels, B. and Kenward, M. (2002) Strategies to fit pattern-mixture models. In: Mesbah, M., Cole, B.F. and Lee, M.-L. (eds.), Statistical Methods for Quality of Life Studies. Design, Measurements and Analysis. Boston: Kluwer Academic Publishers.
Revicki, D.A. (2002). Analyzing longitudinal health-related quality of life data: missing data and multiplicity issues. In: Mesbah, M., Cole, B.F. and Lee, M.-L. (eds.), Statistical Methods for Quality of Life Studies. Design, Measurements and Analysis. Boston: Kluwer Academic Publishers.
Schwartz D. and Lellouch, J. (1967). Explanatory and pragmatic attitudes in clinical trials. Journal of Chronic Diseases 20, 637–648.
Wu, M.C., Borkowf, C.B. and Albert P.S. (2002). Analysis of longitudinal quality of life data with informative dropout. In: Mesbah, M., Cole, B.F. and Lee, M.-L. (eds.), Statistical Methods for Quality of Life Studies. Design, Measurements and Analysis. Boston: Kluwer Academic Publishers.
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© 2002 Springer Science+Business Media Dordrecht
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Chavance, M. (2002). Handling of Missing Data. In: Mesbah, M., Cole, B.F., Lee, ML.T. (eds) Statistical Methods for Quality of Life Studies. Springer, Boston, MA. https://doi.org/10.1007/978-1-4757-3625-0_23
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DOI: https://doi.org/10.1007/978-1-4757-3625-0_23
Publisher Name: Springer, Boston, MA
Print ISBN: 978-1-4419-5207-3
Online ISBN: 978-1-4757-3625-0
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