Statistical Concordance
As a supplement to the index, we provide a list of statistical concepts and procedures and the chapters in which they are covered.
| Method | Chapter |
|---|---|
| Analysis of variance | 8 |
| Bayesian statistics | 2 |
| Bootstrap | 4, 5 |
| Chi-square test | 2 |
| Clustering | 4, 5 |
| Correspondence Analysis | 9 |
| Data Transformations | 4, 8 |
| Diffusion Map models | 9 |
| Distances | 4, 9 |
| Exploratory Data Analysis (EDA) | 3 |
| Fisher’s Exact test | 10 |
| False Discovery Rate (FDR) | 6 |
| Goodness of fit | 2 |
| Generalized Linear Models | 8 |
| Hypergeometric Test | 10 |
| Hypothesis Testing | 1, 6 |
| Markov Chains | 2, 10 |
| Maximum Likelihood | 2 |
| Multidimensional Scaling (MDS) | 9 |
| Multiple hypothesis testing | 6 |
| Multivariate Regression | 8, 9, 12 |
| Ordination and gradient detection | 9 |
| P-value | 1 |
| Permutation tests | 10 |
| Phylogenetics | 10 |
| Power calculations | 13 |
| Principal Components (PCA) | 7 |
| Principal Coordinates Analysis (PCoA) | 9 |
| Regression | 7, |
| Robust methods | 12 |
| Spatial statistics | 11 |
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