34 citations · 82 across the 7 of their papers we have counts for
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stat.ME2020★ 6 cited
Hypothesis tests for structured rank correlation matrices
Samuel Perreault, Johanna Neslehova, Thierry Duchesne
Joint modeling of a large number of variables often requires dimension reduction strategies that lead to structural assumptions of the underlying correlation matrix, such as equal…
stat.CO2020★ 1 cited
Fully Bayesian inference for spatiotemporal data with the multi-resolution approximation
Luc Villandré, Jean-François Plante, Thierry Duchesne +1
Large spatiotemporal datasets are a challenge for conventional Bayesian models because of the cubic computational complexity of the algorithms for obtaining the Cholesky decomposit…