Karel Hron's Books

Applied Compositional Data Analysis

With Worked Examples in R

By: Peter Filzmoser,Karel Hron,Matthias Templ

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Applied Compositional Data Analysis

With Worked Examples in R

By: Peter Filzmoser,Karel Hron,Matthias Templ

This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data analysis, such as supervised and unsupervised methods like PCA, correlation analysis, classification and regression. In addition, it considers special data structures like high-dimensional compositions and compositional tables. The methodology introduced is also frequently compared to methods which ignore the specific nature of compositional data. It focuses on practical aspects of compositional data analysis rather than on detailed theoretical derivations, thus issues like graphical visualization and preprocessing (treatment of missing values, zeros, outliers and similar artifacts) form an important part of the book. Since it is primarily intended for researchers and students from applied fields like geochemistry, chemometrics, biology and natural sciences, economics, and social sciences, all the proposed methods are accompanied by worked-out examples in R using the package robCompositions.

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Page Count

288

Publisher

Springer

Published Date

ISBN 10

3319964224

ISBN 13

9783319964225

Ethnology for the 21st Century

Bases and Prospects

By: Karel Altman,Marta Botiková,Miroslav Válka,Jana Ambrózová

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Ethnology for the 21st Century

Bases and Prospects

By: Karel Altman,Marta Botiková,Miroslav Válka,Jana Ambrózová

Předkládaná monografie je koncipovaná jako kolektivní dílo univerzitních pedagogů, doktorandů a odborníků z akademických pracovišť k problematice dalšího směřování výuky oboru Etnologie na univerzitách. Záměrem autorů je pojmenovat témata, která by měla ve výuce Etnologie přežít generační i společenské změny na prahu milénia. Jejich představy, záměry i nejistoty jsou ve vizi těchto témat soustředěné.

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Page Count

258

Publisher

Masarykova univerzita

Published Date

ISBN 10

8021088613

ISBN 13

9788021088610

Numerical Models in Groundwater Pollution

By: Karel Kovarik

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Numerical Models in Groundwater Pollution

By: Karel Kovarik

Mathematical models are powerful tools used in the prediction of pollutant movement. This book discusses the Finite Element Method (FEM) and Boundary Element Method (BEM), and takes a look at the advantages of these methods in groundwater hydrology. The combination of the BEM and the random-walk particle tracking method is also presented. The book includes computer programs, source code, and examples developed on the basis of the theoretical backgrounds of these methods. These Visual C++ programs are compatible with the Windows platform.

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Page Count

240

Publisher

Springer Science & Business Media

Published Date

ISBN 10

364256982X

ISBN 13

9783642569821

Applied Compositional Data Analysis

With Worked Examples in R

By: Peter Filzmoser,Karel Hron,Matthias Templ

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Applied Compositional Data Analysis

With Worked Examples in R

By: Peter Filzmoser,Karel Hron,Matthias Templ

Average ratings

N/A

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Solve jigsaw puzzle

Age

Page Count

288

Publisher

Springer

Published Date

ISBN 10

3319964224

ISBN 13

9783319964225

Book's by Karel Hron

Applied Compositional Data Analysis

Applied Compositional Data Analysis

Ethnology for the 21st Century

Ethnology for the 21st Century

Numerical Models in Groundwater Pollution

Numerical Models in Groundwater Pollution

Applied Compositional Data Analysis

Applied Compositional Data Analysis

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