2012
A nonparametric regression method for multiple longitudinal phenotypes using multivariate adaptive splines
Zhu W, Zhang H. A nonparametric regression method for multiple longitudinal phenotypes using multivariate adaptive splines. Frontiers Of Mathematics In China 2012, 8: 731-743. PMID: 25309585, PMCID: PMC4193387, DOI: 10.1007/s11464-012-0256-8.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