gjam exploits censoring to combine multiple data types in a single model, including mixtures of continuous and discrete data. For example, the microbial community (composition data) might …

May 23, 2022 · gjam generates an object of class "gjam", allowing it to appropriate the summary and print functions in R. To avoid conflicts with other packages, gjam function names begin …

Geejam Hotel is a small luxury hotel located in the picturesque parish of Portland, Jamaica overlooking the Caribbean sea.

Generalized joint attribute modeling for biodiversity analysis: Median-zero, multivariate, multifarious data, Ecological Monographs, in press. interpretation is needed on the observation …

We develop a generalized joint attribute model (GJAM), a probabilistic framework that readily applies to data that are combinations of presence-absence, ordinal, continuous, discrete, …

Jan 2, 2022 · The first part of this tutorial covers the theoretical background of a generalized joint attribute model (GJAM), which is a multivariate hierarchical Bayesian model. GJAM has many …

Generalized joint attribute modeling for biodiversity analysis: Median-zero, multivariate, multifarious data, in review. gjam models multivariate responses that can be combinations of …

gjam: Generalized Joint Attribute Modeling. Analyzes joint attribute data (e.g., species abundance) that are combinations of continuous and discrete data with Gibbs sampling. Full …

Generalized joint attribute modeling - gjam James S. Clark 2016-04-25 Contents Overview ...

May 24, 2022 · Analyzes joint attribute data (e.g., species abundance) that are combinations of continuous and discrete data with Gibbs sampling. Full model and computation details are …