R Primer - Claus Thorn Ekstrom

R Primer

Buch | Softcover
426 Seiten
2017 | 2nd edition
CRC Press (Verlag)
978-1-138-63197-7 (ISBN)
67,30 inkl. MwSt
Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered by new users of this statistical software. This new edition adds coverage of R Studio and reproducible research.

Claus Thorn Ekstrøm is an associate professor of statistics in the Department of Basic Sciences and Environment and leader of the Center for Applied Bioinformatics at the University of Copenhagen. His research interests include genetic marker error detection, simulation-based inference, image analysis, and the analysis of microarray DNA chips, metabolic profiles, and quantitative traits for complex human families.

Preface. Importing data. Reading spreadsheets. Importing data from other statistical software programs. Exporting data. Manipulating data. Working with data frames. Factors. Transforming variables. Statistical analyses. Descriptive statistics. Linear models. Generalized linear models. Methods for analysis of repeated measurements. Specific methods. Model validation. Contingency tables. Agreement. Multivariate methods. Resampling statistics and bootstrapping. Robust statistics. Non-parametric methods. Survival analysis. Graphics. High-level plots. More advanced graphics. Working with graphics. Getting information. R packages. The R workspace. R Studio. Getting information. Using R Studio for reproducible research. Large datasets. Bibliography. Index.

Erscheinungsdatum
Reihe/Serie Chapman & Hall/CRC The R Series
Zusatzinfo 40 Illustrations, black and white
Verlagsort London
Sprache englisch
Maße 138 x 216 mm
Gewicht 600 g
Themenwelt Mathematik / Informatik Mathematik Computerprogramme / Computeralgebra
ISBN-10 1-138-63197-3 / 1138631973
ISBN-13 978-1-138-63197-7 / 9781138631977
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Datenanalyse mit R und SPSS

von Wolfgang Kohn; Riza Öztürk

Buch | Softcover (2022)
Springer Gabler (Verlag)
49,99