Reduction of dimensionality in Bayesian nonlinear regression with a pharmacokinetic application

DOI10.1016/0025-5564(82)90108-0zbMath0493.62059OpenAlexW2000394474MaRDI QIDQ1168671

S. Singh

Publication date: 1982

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0025-5564(82)90108-0

zbMATH Keywords

posterior distributionmultivariate normal distributionreduction of dimensionalityknown covariancefour-parameter, two-compartment pharmacokinetic model of lidocaine dispositionlocally uniform priorsemilinear models

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) General nonlinear regression (62J02) Applications of statistics (62P99) Probabilistic methods, stochastic differential equations (65C99) Physiological, cellular and medical topics (92Cxx)

Related Items (1)

Discrete approximation of multivariate densities with application to Bayesian estimation

Cites Work

• A Simplex Method for Function Minimization
• The Differentiation of Pseudo-Inverses and Nonlinear Least Squares Problems Whose Variables Separate
• Nonlinear Bayesian estimation using Gaussian sum approximations
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