Gaussian Graphical models (GGM) are widely used to estimate the network structures in many applications ranging from biology finance. In practice, data is often corrupted by latent confounders which biases inference of underlying true graphical structure. this paper, we compare and contrast two strategies for with confounders: variables (LVGGM) PCA-based removal confounding (PCA+GGM). While the...

APG2 is a computer application designed for amphibole-plagioclase geothermobarometry. It is the first updated version of APG and supports 4 thermometer models and 6 barometer models involving either amphibole-plagioclase or amphibole only. APG2 has capability to integrate all 4 thermometer models with 6 barometer models and produce 24 different states which user can export them all at once to a...