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Computational Statistics #8

Open philusnarh opened 6 years ago

philusnarh commented 6 years ago

https://people.duke.edu/~ccc14/sta-663/MonteCarlo.html https://github.com/JamesSample/enviro_mod_notes/tree/master/notebooks

philusnarh commented 6 years ago

GMM https://github.com/jakevdp/PythonDataScienceHandbook/ https://jakevdp.github.io/PythonDataScienceHandbook/ https://brilliant.org/wiki/gaussian-mixture-model/ others https://cs.stackexchange.com/questions/23673/em-algorithm-for-two-gaussian-models for ticks https://jakevdp.github.io/PythonDataScienceHandbook/04.10-customizing-ticks.html Andrew Moore Lecture notes http://www.cs.cmu.edu/~./awm/tutorials/gmm.html When not to use Gaussian Mixture Model (EM clustering) http://hameddaily.blogspot.com/2015/03/when-not-to-use-gaussian-mixtures-model.html MCMC https://people.duke.edu/~ccc14/sta-663/MCMC.html https://people.duke.edu/~ccc14/sta-663/FunctionsSolutions.html#higher-order-functions

philusnarh commented 6 years ago

http://b-ok.xyz/book/448434/a1340e http://b-ok.xyz/book/464600/8abcd7 http://b-ok.xyz/book/465451/eeef38 http://b-ok.xyz/book/488514/b4228f http://b-ok.xyz/book/503918/aef9cd http://b-ok.xyz/book/2604773/334f07 http://b-ok.xyz/book/2777641/fa33ab http://b-ok.xyz/book/2693071/9073a6 http://b-ok.xyz/book/2699024/fa903e http://b-ok.xyz/book/2801325/ab5648 http://b-ok.xyz/book/2951911/c04b0a

philusnarh commented 6 years ago

https://docs.scipy.org/doc/scipy-0.18.1/reference/generated/scipy.interpolate.InterpolatedUnivariateSpline.html#scipy.interpolate.InterpolatedUnivariateSpline

http://structure.usc.edu/numarray/node26.html