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Multivariate normal distribution / Generalized least squares / Maximum likelihood / Cholesky decomposition / Normal distribution / Covariance / Smoothing spline / Linear regression / B-spline / Statistics / Regression analysis / Estimation theory


Estimation of Large Covariance Matrices of Longitudinal Data with Basis Function Approximations Jianhua Z. Huang, Linxu Liu and Naiping Liu ∗
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Document Date: 2006-07-10 10:26:41

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File Size: 229,05 KB

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Company

BT / /

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Facility

Columbia University / University of Pennsylvania / /

Organization

Department of Biostatistics / National Science Foundation / Department of Statistics / Mailman School of Public Health / University of Pennsylvania / Philadelphia / Texas A & M University / Columbia University / New York / /

Person

Naiping Liu / Leonard / Mohsen Pourahmadi / Chiu / Jianhua Huang / Linxu Liu / Jianhua Z. Huang / Tsui / /

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Position

Assistant Professor / Associate Professor / /

Technology

7 3.2 ALGORITHM / 8 Algorithm / 9 Algorithm / simulation / same algorithm / EM algorithm / two algorithms / /

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