Fundamental Statistical Concepts and Techniques in the Biological and Environmental Sciences : With jamovi (Paperback)

Preface? 1. Background mathematics? 2. Data organisation? 3. Practical. Preparing data? 4. Populations and samples? 5. Types of variables? 6. Accuracy, precision, and units? 7. Uncertainty propagation? 8. Practical. Introduction to jamovi? 9. Decimal places, significant figures, and rounding? 10. Graphs? 11. Measures of central tendency? 12. Measures of spread? 13. Skew and Kurtosis? 14. Practical. Plotting and statistical summaries in jamovi? 15. Introduction to probability models? 16. The Central Limit Theorem (CLT)? 17. Practical. Probability and simulation? 18. Confidence intervals (CIs)? 19. The t-interval? 20. Practical. z- and t- intervals? 21. What is hypothesis testing?? 22. The t-test? 23. Practical. Hypothesis testing and t-tests? 24. Analysis of variance? 25. Multiple comparisons? 26. Kruskall-Wallis H test? 27. Two-way ANOVA? 28. Practical. ANOVA and associated tests? 29. Frequency and count data? 30. Correlation? 31. Practical. Analysis of counts and correlations? 32. Simple linear regression? 33. Multiple regression? 34. Practical. Using regression? 35. Randomisation??Appendix? ?A. Answers to chapter exercises? B. Uncertainty derivation? Bibliography? Index