Estimation of Nonlinear Mixed Effects Model

Name: Estimation of Nonlinear Mixed Effects Model
Brand: LAP Lambert Academic Publishing
SKU: 9783659909078
Price: 32.91 EUR
Availability: InStock

Using Quasi-Random Sequences

Автор: Sukanta Das, Rashedul Hoq

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

32.91 € 64.37 лв

Nonlinear mixed effects models involve both fixed effects and random effects in which some of the fi...

Информация за книгата

Автор

Sukanta Das, Rashedul Hoq

Език

Английски език

Корици

Книга - С меки корици

Издадена

2016

страници

EAN

9783659909078

ISBN

3659909076

Enbook ID

13636640

Издател

LAP Lambert Academic Publishing

Теглоt

124

Размери

150 x 220 x 4

Пълно описание

Nonlinear mixed effects models involve both fixed effects and random effects in which some of the fixed and random effects parameters enter nonlinearly to the model function. These models are become very popular for analyzing clustered data or unbalanced repeated measures data that occur in various fields of scientific investigation, such as pharmacokinetics, agriculture, biochemistry, environment, economics, etc. Because of the extensive use of nonlinear mixed effects models, there are several different methods for estimating the parameters of these models. Most of the proposed methods are based on the approximation technique because of the intractable multidimensional integrations arise in the likelihood function of the nonlinear mixed effects models. In this study, instead of approximation based methods we use quasi-Monte Carlo integration method using different types of quasi-random sequences, which directly solves the intractable multidimensional integrations.

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Estimation of Nonlinear Mixed Effects Model

Using Quasi-Random Sequences

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също