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arxiv: 1801.03791 · v2 · pith:KTFII77Znew · submitted 2018-01-11 · 📊 stat.ME

On the precision matrix of an irregularly sampled AR(1) process

classification 📊 stat.ME
keywords irregularlymatrixprecisionprocesssampledalgorithmsanalyticalappear
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Irregularly sampled AR(1) processes appear in many computationally demanding applications. This text provides an analytical expression for the precision matrix of such a process, and gives efficient algorithms for density evaluation and simulation, implemented in the R package irregulAR1.

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