Parameter Estimation and Hypothesis Testing in Linear Models

Parameter Estimation and Hypothesis Testing in Linear Models
Author :
Publisher : Springer Science & Business Media
Total Pages : 344
Release :
ISBN-10 : 9783662039762
ISBN-13 : 3662039761
Rating : 4/5 (761 Downloads)

Book Synopsis Parameter Estimation and Hypothesis Testing in Linear Models by : Karl-Rudolf Koch

Download or read book Parameter Estimation and Hypothesis Testing in Linear Models written by Karl-Rudolf Koch and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: A treatment of estimating unknown parameters, testing hypotheses and estimating confidence intervals in linear models. Readers will find here presentations of the Gauss-Markoff model, the analysis of variance, the multivariate model, the model with unknown variance and covariance components and the regression model as well as the mixed model for estimating random parameters. A chapter on the robust estimation of parameters and several examples have been added to this second edition. The necessary theorems of vector and matrix algebra and the probability distributions of test statistics are derived so as to make this book self-contained. Geodesy students as well as those in the natural sciences and engineering will find the emphasis on the geodetic application of statistical models extremely useful.

Parameter Estimation and Hypothesis Testing in Linear Models Related Books

Parameter Estimation and Hypothesis Testing in Linear Models
Language: en
Pages: 344
Authors: Karl-Rudolf Koch
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

GET EBOOK

A treatment of estimating unknown parameters, testing hypotheses and estimating confidence intervals in linear models. Readers will find here presentations of t
Advanced Linear Models
Language: en
Pages: 552
Authors: Shein-Chung Chow
Categories: Mathematics
Type: BOOK - Published: 2018-05-04 - Publisher: Routledge

GET EBOOK

This work details the statistical inference of linear models including parameter estimation, hypothesis testing, confidence intervals, and prediction. The autho
The Linear Hypothesis
Language: en
Pages: 132
Authors: George Arthur Frederick Seber
Categories: Mathematical statistics
Type: BOOK - Published: 1980 - Publisher:

GET EBOOK

Disturbances in the linear model, estimation and hypothesis testing
Language: en
Pages: 116
Authors: C. Dubbelman
Categories: Business & Economics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

1. 1. The general linear model All econometric research is based on a set of numerical data relating to certain economic quantities, and makes infer ences from
Linear Models
Language: en
Pages: 696
Authors: Shayle R. Searle
Categories: Mathematics
Type: BOOK - Published: 2016-09-23 - Publisher: John Wiley & Sons

GET EBOOK

Provides an easy-to-understand guide to statistical linear models and its uses in data analysis This book defines a broad spectrum of statistical linear models