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## Optmisation
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#### The EM algortithm
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- This elementary [tutorial](https://zhwa.github.io/tutorial-of-em-algorithm.html) is simple but effective.
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- The book [The EM algorithm and Extensions](https://books.google.com.br/books?hl=en&lr=&id=NBawzaWoWa8C&oi=fnd&pg=PR3&dq=The+EM+algorithm+and+Extensions&ots=tp68LOYAvP&sig=iCEMt5YUIMToTSESxLctWcob8VM#v=onepage&q=The%20EM%20algorithm%20and%20Extensions&f=false) is a well-cited resource.
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- [Monte Carlo EM](https://github.com/bob-carpenter/case-studies/blob/master/monte-carlo-em/mcem.pdf) by Bob Carpenter (Columbia).
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