Learn EcoStat

A useful list of resources to teach and learn ecological statistics

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Type: course video exo open book book article git repo website

level: begin intermediate advanced

Basics

R

Programming in R

Data science in R

Packages

Others

Ethics

Reproducibility

Ethics

Open science

Data

Data Science

Data Manipulation

Data Visualization

Stats

Overview

Distributions

Maths

Calculus

Probability

Algebra

Teaching Mathematics in Ecology

Modeling

Regression

Overview

Linear models

Mixed models

GAMM

Structural Equation Modeling

Plot your model

Check your model

Model selection

Model averaging

Bayesian Approach

Overview

Priors

Convergence and Identifiability

MCMC

Packages and Software

Multivariate Analyses

Overview

Ordination methods

Clustering

Machine Learning

byField

Demography

Survival

CMR

Reproduction

Growth

Population Dynamics

Equilibrium

Stochastic

Transient

Density-Dependent

Integral Projection Models

Integrated Population Models

Individual Based Models

Social species

Epidemio

DEB

Spatial Analyses

GIS & Data

Distribution and Abundance

Habitat Selection

Movement

Community Analyses

Overview

Hierarchical Models

Vegan

Quantitative Genetics