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Numerical linear algebra / Least squares / Estimation theory / Covariance matrix / Cholesky decomposition / Normal distribution / Multivariate normal distribution / Variance / Generalized least squares / Statistics / Regression analysis / Data analysis


A Cautionary Note on Generalized Linear Models for Covariance of Unbalanced Longitudinal Data Jianhua Z. Huanga , Min Chenb , Mehdi Maadooliata , Mohsen Pourahmadia a Department of Statistics, Texas A&M University.
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Document Date: 2011-09-09 09:06:04

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File Size: 440,19 KB

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ExxonMobil Biomedical Sciences Inc. / /

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Texas A&M University / /

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generalized least squares solution / naive algorithm / /

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Texas A&M University / Department of Statistics / /

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Mohsen Pourahmadia / Min Chenb / Lin / Mehdi Maadooliata / Mohsen Pourahmadi / Wang / Mehdi Maadooliat / Min Chen / /

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ML / /

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naive algorithm / generalized EM algorithm / Simulation / EM algorithm / iterative EM algorithm / proposed EM algorithm / /

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