Biostatistics with R : an introductory guide for field biologists
Leps, Jan
Biostatistics with R : an introductory guide for field biologists / Jan Leps & Petr Smilauer - UK : Cambridge University Press, 2020 - 365 p.
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. Non-parametric methods for two samples
8. Oneway 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 varaibles
13. Correlation: relationship between two quantitative variables
14. Multiple regression and general linear models
15. Generalized linear models
16. Regression models for non-linear relationships
17. Structural equation models
18. Discrete distribution and spatial point patterns
19. Survival analysis
9781108727341 (pbk)
Biology--Biometry--R (Computer program language)
570.1519 / L559
Biostatistics with R : an introductory guide for field biologists / Jan Leps & Petr Smilauer - UK : Cambridge University Press, 2020 - 365 p.
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. Non-parametric methods for two samples
8. Oneway 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 varaibles
13. Correlation: relationship between two quantitative variables
14. Multiple regression and general linear models
15. Generalized linear models
16. Regression models for non-linear relationships
17. Structural equation models
18. Discrete distribution and spatial point patterns
19. Survival analysis
9781108727341 (pbk)
Biology--Biometry--R (Computer program language)
570.1519 / L559
