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	Mixture regression for longitudinal data based on joint mean–covariance model 期刊论文 Journal of Multivariate Analysis,2022, 卷号: 190 作者: Yu, Jing; Nummi, Tapio; Pan, Jianxin 收藏 \| 浏览/下载：81/0 \| 提交时间：2022/02/23 Finite mixture models Heterogeneity Joint mean–covariance model Modified Cholesky decomposition Progression trajectory
	Growth curve mixture models with unknown covariance structures 期刊论文 Journal of Multivariate Analysis,2022, 卷号: 188, 期号: SI 作者: Pan, Yating; Fei, Yu; Ni, Mingming; Nummi, Tapio; Pan, Jianxin 收藏 \| 浏览/下载：43/0 \| 提交时间：2022/02/23 Clustering ECM algorithm Gaussian mixture model Growth curve model Special covariance structures
	A semiparametric mixture regression model for longitudinal data 期刊论文 Journal of Statistical Theory and Practice,2018, 卷号: 12, 期号: 1, 页码: 12-22 作者: Nummi, Tapio; Salonen, Janne; Koskinen, Lasse; Pan, Jianxin 收藏 \| 浏览/下载：23/0 \| 提交时间：2021/08/16 Curve clustering EM algorithm finite mixtures growth curves
	Testing linearity in semiparametric regression models 期刊论文 Statistics and its Interface,2013, 卷号: 6, 期号: 1, 页码: 3-8 作者: Nummi, Tapio; Pan, Jianxin; Mesue, Nicholas 收藏 \| 浏览/下载：27/0 \| 提交时间：2021/08/16 Cubic smoothing splines F-test Fine particles Partial linear model
	Modeling of mean-covariance structures in generalized estimating equations with dropouts 期刊论文 Statistics and its Interface,2013, 卷号: 6, 期号: 1, 页码: 19-26 作者: Pan, Jianxin; Nummi, Tapio; Liu, Kun 收藏 \| 浏览/下载：22/0 \| 提交时间：2021/08/16 Dropout Joint mean and covariance model Longitudinal data Missing at random Weighted generalized estimating equation
	Testing for Cubic Smoothing Splines under Dependent Data 期刊论文 Biometrics,2011, 卷号: 67, 期号: 3, 页码: 871-875 作者: Nummi, Tapio; Pan, Jianxin; Siren, Tarja; Liu, Kun 收藏 \| 浏览/下载：28/0 \| 提交时间：2021/08/16 Curve fitting F-test Forest harvesting Linear regression