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Cover: 9781108727341 | Biostatistics with R | An Introductory Guide for Field Biologists
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Biostatistics with R
An Introductory Guide for Field Biologists
Taschenbuch von Jan Leps (u. a.)
Sprache: Englisch

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Beschreibung
A straightforward introduction to a wide range of statistical methods for field biologists, using thoroughly explained R code.
A straightforward introduction to a wide range of statistical methods for field biologists, using thoroughly explained R code.
Über den Autor
Jan Lepš is Professor of Ecology in the Department of Botany, Faculty of Science, University of South Bohemia, ¿eské Bud¿jovice, Czech Republic. His main research interests include plant functional ecology, particularly the mechanisms of species coexistence and stability, and ecological data analysis. He has taught many ecological and statistical courses and supervised more than 80 student theses, from undergraduate to PhD.
Inhaltsverzeichnis
1. Basic statistical terms, sample statistics; 2. Testing hypotheses, goodness-of-fit test; 3. Contingency tables; 4. Normal distribution; 5. Student's T distribution; 6. Comparing two samples; 7. Nonparametric methods for two samples; 8. One-way analysis of variance (ANOVA) and Kruskal-Wallis test; 9. Two-way analysis of variance; 10. Data transformations for analysis of variance; 11. Hierarchical ANOVA, split-plot ANOVA, repeated measurements; 12. Simple linear regression: dependency between two quantitative variables; 13. Correlation: relationship between two quantitative variables; 14. Multiple regression and general linear models; 15. Generalised linear models; 16. Regression models for nonlinear relationships; 17. Structural equation models; 18. Discrete distributions and spatial point patterns; 19. Survival analysis; 20. Classification and regression trees; 21. Classification; 22. Ordination; Appendix 1. First steps with R software.
Details
Erscheinungsjahr: 2020
Genre: Importe, Umwelt
Produktart: Nachschlagewerke
Rubrik: Ökologie
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781108727341
ISBN-10: 1108727344
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Leps, Jan
Smilauer, Petr
Hersteller: Cambridge University Press
Verantwortliche Person für die EU: Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 245 x 174 x 19 mm
Von/Mit: Jan Leps (u. a.)
Erscheinungsdatum: 10.09.2020
Gewicht: 0,761 kg
Artikel-ID: 118444066
Über den Autor
Jan Lepš is Professor of Ecology in the Department of Botany, Faculty of Science, University of South Bohemia, ¿eské Bud¿jovice, Czech Republic. His main research interests include plant functional ecology, particularly the mechanisms of species coexistence and stability, and ecological data analysis. He has taught many ecological and statistical courses and supervised more than 80 student theses, from undergraduate to PhD.
Inhaltsverzeichnis
1. Basic statistical terms, sample statistics; 2. Testing hypotheses, goodness-of-fit test; 3. Contingency tables; 4. Normal distribution; 5. Student's T distribution; 6. Comparing two samples; 7. Nonparametric methods for two samples; 8. One-way analysis of variance (ANOVA) and Kruskal-Wallis test; 9. Two-way analysis of variance; 10. Data transformations for analysis of variance; 11. Hierarchical ANOVA, split-plot ANOVA, repeated measurements; 12. Simple linear regression: dependency between two quantitative variables; 13. Correlation: relationship between two quantitative variables; 14. Multiple regression and general linear models; 15. Generalised linear models; 16. Regression models for nonlinear relationships; 17. Structural equation models; 18. Discrete distributions and spatial point patterns; 19. Survival analysis; 20. Classification and regression trees; 21. Classification; 22. Ordination; Appendix 1. First steps with R software.
Details
Erscheinungsjahr: 2020
Genre: Importe, Umwelt
Produktart: Nachschlagewerke
Rubrik: Ökologie
Medium: Taschenbuch
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781108727341
ISBN-10: 1108727344
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Leps, Jan
Smilauer, Petr
Hersteller: Cambridge University Press
Verantwortliche Person für die EU: Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 245 x 174 x 19 mm
Von/Mit: Jan Leps (u. a.)
Erscheinungsdatum: 10.09.2020
Gewicht: 0,761 kg
Artikel-ID: 118444066
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