FITTING GROWTH CURVE MODELS TO LONGITUDINAL DATA WITH MISSING OBSERVATIONS

被引:0
|
作者
JOHNSON, WD [1 ]
GEORGE, VT [1 ]
SHAHANE, A [1 ]
FUCHS, GJ [1 ]
机构
[1] LOUISIANA STATE UNIV,MED CTR,DEPT PEDIAT,NEW ORLEANS,LA 70112
关键词
D O I
暂无
中图分类号
Q98 [人类学];
学科分类号
030303 ;
摘要
We discuss the analysis of growth curve data with missing or incomplete information. The approach is to fit subject-specific models and then to carry out an analysis in terms of the estimated parameters. This achieves reduction of data and eliminates the need for special considerations for subjects with missing data. Although there is no perfect substitute for complete data, our approach provides a way to handle missing data using a straightforward application of well-known statistical methodology.
引用
收藏
页码:243 / 253
页数:11
相关论文
共 50 条
  • [41] GROWTH CURVE ANALYSIS OF COMPLETE AND INCOMPLETE LONGITUDINAL DATA
    WOOLSON, RF
    LEEPER, JD
    [J]. COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1980, 9 (14): : 1491 - 1513
  • [42] Applications of growth curve analysis in longitudinal data sets
    Bissell, K
    Sechrest, L
    [J]. INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2000, 35 (3-4) : 302 - 302
  • [43] LEARNING DISEASE PROGRESSION MODELS WITH LONGITUDINAL DATA AND MISSING VALUES
    Couronne, Raphael
    Vidailhet, Marie
    Corvol, Jean Christophe
    Lehericy, Stephane
    Durrleman, Stanley
    [J]. 2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019), 2019, : 1033 - 1037
  • [44] CLASSICAL DATA ON THE GROWTH OF MAIZE - CURVE FITTING WITH STATISTICAL-ANALYSIS
    HUNT, R
    EVANS, GC
    [J]. NEW PHYTOLOGIST, 1980, 86 (02) : 155 - 180
  • [45] Fitting the Multitemporal Curve: A Fourier Series Approach to the Missing Data Problem in Remote Sensing Analysis
    Brooks, Evan B.
    Thomas, Valerie A.
    Wynne, Randolph H.
    Coulston, John W.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (09): : 3340 - 3353
  • [46] FITTING GENERALIZED ALLOMETRIC MODELS TO MULTIVARIATE GROWTH DATA
    GRIFFITHS, D
    SANDLAND, R
    [J]. BIOMETRICS, 1984, 40 (01) : 139 - 150
  • [47] Fitting manova models with missing continuous or ordinal data using reference priors
    Hanson, Timothy E.
    Pearson, Osbjorn M.
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2007, 36 (03) : 621 - 630
  • [48] Fitting the most probable curve to noisy observations
    Newsam, GN
    Redding, NJ
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL II, 1997, : 752 - 755
  • [49] ESTIMATION OF AR(1) PANEL DATA MODELS WITH MISSING OBSERVATIONS
    Issa, Mohamed Khalifa Ahmed
    Mahmoud, Mahmoud Mohamed Abdelwahab
    [J]. ADVANCES AND APPLICATIONS IN STATISTICS, 2020, 63 (01) : 109 - 117
  • [50] A New Method on Fitting Curve of Experiment Observations
    Dang, Xing-ju
    Xu, Nan
    Zhang, Yao
    Zhang, Li
    [J]. 2ND INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY FOR EDUCATION (ICTE 2015), 2015, : 347 - 348