Biostatistical Design and Analysis Using R - 9781444335248
Un libro in lingua di Murray Logan edito da Blackwell Pub, 2010
- € 192.60
- Il prezzo è variabile in funzione del cambio della valuta d’origine
R — the statistical and graphical environment is rapidly emerging as an important set of teaching and research tools for biologists. This book draws upon the popularity and free availability of R to couple the theory and practice of biostatistics into a single treatment, so as to provide a textbook for biologists learning statistics, R, or both. An abridged description of biostatistical principles and analysis sequence keys are combined together with worked examples of the practical use of R into a complete practical guide to designing and analyzing real biological research.
Topics covered include:
- simple hypothesis testing, graphing
- exploratory data analysis and graphical summaries
- regression (linear, multi and non-linear)
- simple and complex ANOVA and ANCOVA designs (including nested, factorial, blocking, spit-plot and repeated measures)
- frequency analysis and generalized linear models.
Linear mixed effects modeling is also incorporated extensively throughout as an alternative to traditional modeling techniques.
The book is accompanied by a companion website www.wiley.com/go/logan/r with an extensive set of resources comprising all R scripts and data sets used in the book, additional worked examples, the biology package, and other instructional materials and links.
Informazioni bibliografiche
- Titolo del Libro in lingua: Biostatistical Design and Analysis Using R
- Sottotitolo: A Practical Guide
- Lingua: English
- Autore: Murray Logan
- Editore: Blackwell Pub
- Collana: Blackwell Pub (Hardcover)
- Data di Pubblicazione: 30 Aprile '10
- Genere: SCIENCE
- Argomenti : Biometry R (Computer program language
- ISBN-10: 1444335243
- EAN-13: 9781444335248