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The linear functional relation
Random coefficient models
Non linear regression
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Functional Relations, Random Coefficients, and Nonlinear Regression with ...
Limited preview - 2012
analysis Anderson approximation assume asymptotic properties asymptotic results asymptotic variance asymptotically distributed characteristic function concentration Condition consider convergence correction term correlated corresponding covariance matrix define denote derive design matrix Df'Df dimL equations ethanol evaluate exact distribution Example exponential family expression finite tail product follows fractile given gives guinea-pig hence Hepatic vein catheterization hypothesis independent Gaussian variables insert interior point Jennrich Lemma likelihood function likelihood ratio test linear model linear regression max max maximum likelihood estimate measurements minimal curvature mmol/liter normally distributed notation Note nXrX observations orthogonal ouabain parameters projection Proof random coefficient model relative error residual sum shows sp(Df sp(X SS(B SSDF standard deviation subspaces sum of squares surface tangent test statistic Theorem 2.1 type of asymptotics v'SSD variation vector want to test Wishart distributed zero