The Analysis of Biological Data
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PART 1. INTRODUCTION TO STATISTICS.- 1. Statistics and samples .- INTERLEAF 1 Biology and the history of statistics .- 2. Displaying data.- 3. Describing data .- 4. Estimating with uncertainty .- INTERLEAF 2 Pseudoreplication .- 5. Probability .- 6. Hypothesis testing .- INTERLEAF 3 Why statistical significance is not the same as biological importance .- PART 2. PROPORTIONS AND FREQUENCIES
7. Analyzing proportions .- INTERLEAF 4 Correlation does not require causation .- 8. Fitting probability models to frequency data .- INTERLEAF 5 Making a plan .- 9. Contingency analysis: associations between categorical variables .- PART 3. COMPARING NUMERICAL VALUES.- 10. The normal distribution .- INTERLEAF 6 Controls in medical studies .- 11. Inference for a normal population .- 12. Comparing two means .- INTERLEAF 7 Which test should I use? .- 13. Handling violations of assumptions.- 14. Designing experiments .- INTERLEAF 8 Data dredging.- 15. Comparing means of more than two groups .- INTERLEAF 9 Experimental and statistical mistakes .- PART 4. REGRESSION AND CORRELATION.- 16. Correlation between numerical variables .- INTERLEAF 10 Publication bias
17. Regression .- INTERLEAF 11 Using species as data points .- PART 5. MODERN STATISTICAL METHODS.- 18. Multiple explanatory variables .- 19. Computer-intensive methods .- 20. Likelihood .- 21. Meta-analysis: combining information from multiple studies.- Answers to practice problems .- Literature cited.- Statistical tables .- Photo credits .- Index.
| Autor: | Whitlock, Michael C. |
| Nakladatel: | Springer Palgrave Macmillan |
| Rok vydání: | 2014 |
| Jazyk : | Angličtina |
| Vazba: | Paperback / softback |
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