Kaikki kirjat 25 % alennuksella koodilla: BOOKS

  • check Yli 10 miljoonaa kirjaa
  • check Uutuuksia joka päivä
  • check Yli 1 miljoona asiakasta luottaa meihin
  • check Hyvät hinnat ja alennukset
  • check Toimitus koko Eurooppaan

Applied Compositional Data Analysis With Worked Examples in R - Peter Filzmoser,Karel Hron,Matthias Templ

englanti
2018-11-13
232,86 € 310,48 €

-25% koodilla BOOKS

Toimittajalla varastossa

Toimitus 10-16 arkipäivässä

30 päivän palautusoikeus

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 composit ... Täydellinen kuvaus

Saatat myös pitää

Kuvaus

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.

Lisätietoja

Kirjoittaja Peter Filzmoser, Karel Hron, Matthias Templ
Julkaisija Springer International Publishing
Julkaisuvuosi 2018
Kannen tyyppi Kovakantinen
EAN 9783319964201
Kirjoita oma arvostelusi
Arvostelet: Applied Compositional Data Analysis With Worked Examples in R
Arvostelusi:

Goodreads-arvostelut

232,86 € 310,48 €