1 citations · 2 across the 5 of their papers we have counts for
3 papers · 1 filter
FRODO: A novel approach to micro-macro multilevel regression
Shaun McDonald, Alexandre Leblanc, Saman Muthukumarana +1
Within the field of hierarchical modelling, little attention is paid to micro-macro models: those in which group-level outcomes are dependent on covariates measured at the level of…
A Bayesian factor analysis model for high-dimensional microbiome count data
Ismaïla Ba, Maxime Turgeon, Simona Veniamin +18
Dimension reduction techniques are among the most essential analytical tools in the analysis of high-dimensional data. Generalized principal component analysis (PCA) is an extensio…
A New Approach to Inference in Multi-Survey Studies with Unknown Population Size
Kyle Vincent, Saman Muthukumarana
We investigate a Poisson sampling design in the presence of unknown selection probabilities when applied to a population of unknown size for multiple sampling occasions. The fixed-…