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Information filter/smoother and markov switching models implemented in Scala

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This repository implemented

  • Uni-model Square-root information filter and smoother,
  • Multiple model Square-root Viterbi Algorithm

How It Works

The algorithms are described in the tex/algorithm.pdf.

Example

A few examples are included:

Reference

Bierman, G.J. "Factorization Methods for Discrete Sequential Estimation." Dover Books on Mathematics Series, Dover Publications, 2006.

License

Apache License 2.0

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Information filter/smoother and markov switching models implemented in Scala

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