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.
Product Identifiers
Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783642084614
eBay Product ID (ePID)
178296651
Product Key Features
Author
Karl-Rudolf KOCH
Publication Name
Parameter Estimation and Hypothesis Testing in Linear Models
Format
Paperback
Language
English
Subject
Engineering & Technology, Mathematics, Physics
Publication Year
2010
Type
Textbook
Number of Pages
334 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Item Weight
551g
Additional Product Features
Title_Author
Karl-Rudolf KOCH
Country/Region of Manufacture
Germany
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