Subject ▸ Statistics

Calculate economic risk with regression using Python by Matteo Niccoli

Another reproducible example of regression using Python to calculate economic risk. By Matteo Niccoli (2017).

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Multiple Regression in Engineering Applications by Marco Rizk

Great article. And also an eye opener, specially, for those interested in correlations. I hope you publish your scripts, data and manuscript, soon for reproducibility purposes, and the benefit of the petroleum engineering community.

Keywords: linear regression, engineering, Alternating Conditional Expectations, algorithms, transformations

References

Starting Bayesian with Stan

Starting Bayesian #Machinelearning with #stan and #rstats. Surprised by the fact that model recipes written in R and Stan are compiled to C++ using whatever number of cores your machine has.

  • Correction: Bayesian machine learning -> Probabilistic Machine Learning