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Record Nr. |
UNINA9910140604503321 |
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Autore |
Logan Murray |
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Titolo |
Biostatistical design and analysis using R [[electronic resource] ] : a practical guide / / Murray Logan |
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Pubbl/distr/stampa |
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Hoboken, N.J., : Wiley-Blackwell, 2010 |
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ISBN |
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1-4443-6247-X |
1-282-54792-5 |
9786612547928 |
1-4443-1962-0 |
1-4443-1963-9 |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (576 p.) |
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Disciplina |
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Soggetti |
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Biometry |
R (Computer program language) |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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 |
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Sommario/riassunto |
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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 |
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