Penalized likelihood approach to estimate a smooth mean curve on longitudinal data

Statistics in Medicine

Volumn 21, Issue 16, 2002, Pages 2391-2402

  Jacqmin Gadda, Hélène ^a   Joly, Pierre ^a   Commenges, Daniel ^a   Binquet, Christine ^a   Chêne, Geneviève ^a  

^a INSERM   (France)

Author keywords

AIDS; Correlated data; Cross validation; Penalized likelihood; Smoothing splines

Indexed keywords

CD4 ANTIGEN; PROTEINASE INHIBITOR;

ARTICLE; BAYES THEOREM; COHORT ANALYSIS; CONTROLLED STUDY; CORRELATION FUNCTION; FREQUENCY ANALYSIS; HUMAN; HUMAN IMMUNODEFICIENCY VIRUS INFECTION; LONGITUDINAL STUDY; LYMPHOCYTE COUNT; MAJOR CLINICAL STUDY; NORMAL DISTRIBUTION; SIMULATION; STATISTICAL MODEL; STATISTICAL PARAMETERS; T LYMPHOCYTE; VALIDATION PROCESS;

ACQUIRED IMMUNODEFICIENCY SYNDROME; BAYES THEOREM; CD4 LYMPHOCYTE COUNT; COHORT STUDIES; COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; HIV PROTEASE INHIBITORS; HUMANS; LIKELIHOOD FUNCTIONS; LONGITUDINAL STUDIES;

EID: 0037199816     PISSN: 02776715     EISSN: None     Source Type: Journal    
DOI: 10.1002/sim.1225     Document Type: Article

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