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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