Biostatistical design and analysis using R [[electronic resource] ] : a practical guide / / Murray Logan
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| Autore: |
Logan Murray
|
| Titolo: |
Biostatistical design and analysis using R [[electronic resource] ] : a practical guide / / Murray Logan
|
| Pubblicazione: | Hoboken, N.J., : Wiley-Blackwell, 2010 |
| Edizione: | 1st ed. |
| Descrizione fisica: | 1 online resource (576 p.) |
| Disciplina: | 570.1/5195 |
| Soggetto topico: | Biometry |
| R (Computer program language) | |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Biostatistical Design and Analysis Using R; Contents; Preface; R quick reference card; General key to statistical methods; 1 Introduction to R; 2 Datasets; 3 Introductory statistical principles; 4 Sampling and experimental design with R; 5 Graphical data presentation; 6 Simple hypothesis testing - one and two population tests; 7 Introduction to Linear models; 8 Correlation and simple linear regression; 9 Multiple and curvilinear regression; 10 Single factor classification (ANOVA); 11 Nested ANOVA; 12 Factorial ANOVA |
| 13 Unreplicated factorial designs - randomized block and simple repeated measures14 Partly nested designs: split plot and complex repeated measures; 15 Analysis of covariance (ANCOVA); 16 Simple Frequency Analysis; 17 Generalized linear models (GLM); Bibliography; R index; Statistics index | |
| Sommario/riassunto: | 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 covere |
| Titolo autorizzato: | Biostatistical design and analysis using R |
| ISBN: | 1-4443-6247-X |
| 1-282-54792-5 | |
| 9786612547928 | |
| 1-4443-1962-0 | |
| 1-4443-1963-9 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910140604503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |