The availability of large volumes of data is a key requirement in the development of efficient, robust, and advanced machine learning based prediction models. This paper introduces the ImageNet ...

Louis M. Rocconi, Analyzing multilevel data: comparing findings from hierarchical linear modeling and ordinary least squares regression, Higher Education, Vol. 66, No. 4 (October 2013), pp. 439-461 ...

The community component of the model seeks for shared patterns in how the species respond to environmental covariates. We illustrate the modeling framework in the context of logistic regression and ...