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An R package facilitating clustered binary data generation, and estimation of Intracluster Correlation Coefficient for binary data
rcbin() — Generates correlated binary
clustered data given an ICC, event proportion, number of clusters,
cluster size, and percent variation in proportion and cluster size.rcbin_flex() — An enhanced alternative
to rcbin() that uses a Beta distribution for
cluster-specific event proportions and supports overdispersed cluster
sizes via the Negative Binomial distribution. Unlike
rcbin(), the prvar and csvar
parameters represent actual variances rather than percentages.iccbin() — Estimates ICC for binary
clustered data using 16 methods and 5 types of confidence
intervals.This repository is a continuation of the original ICCbin project
previously hosted under the GitHub account akhtarh, which
is no longer accessible due to email account expiration. Commit history
is preserved from the original repository.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.