Category: Default
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Complex Model for Complex Data via the Bayesian Approach
This article was written for Qvintensen, the Swedish Statistical Association magazine in May 2014. Long due credits should go to Professor Dan Hedlin from Stockholm University and Ingegerd Jansson from Statistics Sweden for their very kind invitation and careful typesetting. A PDF version of this article can be found from Qvintensen. Complex Model for Complex…
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Bayesian Modeling of Conditional Densities
Summary This thesis develops models and associated Bayesian inference methods for flexible univariate and multivariate conditional density estimation. The models are flexible in the sense that they can capture widely differing shapes of the data. The estimation methods are specifically designed to achieve flexibility while still avoiding overfitting. The models are flexible both for a…
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Using Intel compiler and Intel MKL in R
Linking R with external BLAS library can speed up the matrix calculations. This topic has been discussed many times in R Installation and Administration R mailing list and other places. Here are two more official documents from Intel that I though might be useful Using Intel® MKL in R Intel® Math Kernel Library Link Line…