2003Series on multivariate analysisRequires access

Linear Models - An Integrated Approach

Debasis Sengupta, S. Rao Jammalamadaka

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Abstract

Review of Linear Algebra Review of Statistical Results Estimation in the Linear Model Further Inference in the Linear Model Analysis of Variance in Basic Designs General Linear Model Misspecified or Unknown Dispersion Updates in the General Linear Model Multivariate Linear Model Linear Inference -- Other Perspectives.

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Review of Linear Algebra Review of Statistical Results Estimation in the Linear Model Further Inference in the Linear Model Analysis of Variance in Basic Designs General Linear Model Misspecified or Unknown Dispersion Updates in the General Linear Model Multivariate Linear Model Linear Inference -- Other Perspectives.

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Available abstract

Review of Linear Algebra Review of Statistical Results Estimation in the Linear Model Further Inference in the Linear Model Analysis of Variance in Basic Designs General Linear Model Misspecified or Unknown Dispersion Updates in the General Linear Model Multivariate Linear Model Linear Inference -- Other Perspectives.

Key concepts: General linear model, Linear model, Generalized linear mixed model, Generalized linear model, Inference, Proper linear model, Applied mathematics, Statistical inference

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