Maximum Likelihood Estimation pdf epub mobi txt 电子书下载 2024

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Scott R. Eliason

SAGE Publications, Inc

1993-8-9

USD 22.00

Paperback

9780803941076

图书标签: 方法论 statistics

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发表于2024-12-27

Maximum Likelihood Estimation epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Maximum Likelihood Estimation pdf epub mobi txt 电子书下载 2024

图书描述

In this volume the underlying logic and practice of maximum likelihood (ML) estimation is made clear by providing a general modelling framework that utilizes the tools of ML methods. This framework offers readers a flexible modelling strategy since it accommodates cases from the simplest linear models to the most complex nonlinear models that link a system of endogenous and exogenous variables with non-normal distributions. Using examples to illustrate the techniques of finding ML estimators and estimates, Eliason discusses: what properties are desirable in an estimator; basic techniques for finding ML solutions; the general form of the covariance matrix for ML estimates; the sampling distribution of ML estimators; the application of ML in the normal distribution as well as in other useful distributions; and some helpful illustrations of likelihoods.

Maximum Likelihood Estimation 下载 mobi epub pdf txt 电子书