1999
Analysis of Infant Growth Curves Using Multivariate Adaptive Splines
Zhang H. Analysis of Infant Growth Curves Using Multivariate Adaptive Splines. Biometrics 1999, 55: 452-459. PMID: 11318199, DOI: 10.1111/j.0006-341x.1999.00452.x.Peer-Reviewed Original Research
1997
Multivariate Adaptive Splines for Analysis of Longitudinal Data
Zhang H. Multivariate Adaptive Splines for Analysis of Longitudinal Data. Journal Of Computational And Graphical Statistics 1997, 6: 74-91. DOI: 10.1080/10618600.1997.10474728.Peer-Reviewed Original ResearchSemi-parametric modelNonparametric modelLongitudinal dataMultivariate adaptive splinesGeneral time trendExistence of autocorrelationMultivariate adaptive regression splinesRandom-effects linear modelsAdaptive regression splinesAdaptive splinesCovariance estimationDesign matrixRegression splinesFast algorithmTime trendsIterative procedureGeneral algorithmLinear modelSplinesModel buildingMean curveEstimationAlgorithmData structureEssential features