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SQuID exercises and educational material

This repo contains code for shiny apps included in the SQuID educational material. Each folder under /apps represents a single shiny app to be integrated in a separate app or website where students in behavior and evolutionary ecology can go to learn about applications of mixed-effects models and variance partitioning.

List of apps

The following stand-alone shiny apps are embedded in the tutorial.

Module 1

App 1 Consequences of measurement error on traits

App 2 Effects of repeated measurements of an invididual on the measurement error

App 3 Effects of the number of individuals and repeated measures on variance estimate

App 4 Effects of measurement error on estimates for the slope and variance

Module 2

App 1 Effects of environmental variance on estimates of individual and residual variance

App 2 Effects of timing of sampling

App 3 Setting the environment

App 4 Biased sampling

Module 3

App 1 Random slopes

App 2 Covariance of random slope and intercept

App 3 Sampling design

Module 4

App 1 Two predictors

App 2 Interaction term

Module 5

App 1 Covariance in random effects and fixed interaction

App 2 Covariance in random effects and fixed interaction

App 3 Covariance in random effects and random interaction

Module 6

App 1 Two traits

App 2 Two correlated traits

App 3 Within- and among-individual correlation

App 4 Bivariate model with predictor

Extra 1 (NOT CURRENTLY HOSTED)

5-11