PennState - Eberly College of Science:
Probability theory and mathematical statistics
https://onlinecourses.science.psu.edu/stat414/node/213
Analysis of Discrete Data!
https://onlinecourses.science.psu.edu/stat504/node/49
Gaussian Processes
http://gaussianprocess.org/gpml/
Data Analysis and Statistical Inference
http://www2.stat.duke.edu/~tjl13/s101/sta101.html
http://www2.stat.duke.edu/~tjl13/s101/slides/
Alan Agrestis Website
http://www.stat.ufl.edu/~aa/
Points of Significance.
http://www.nature.com/collections/qghhqm/pointsofsignificance
Deep learning - convolution networks....
http://cs231n.github.io/convolutional-networks/
Summary of linear models in R:
https://stats.stackexchange.com/questions/110999/r-confused-on-residual-terminology
(to print)
http://cis-linux1.temple.edu/~latecki/Courses/CIS2033-Spring13/
Supp
http://allendowney.blogspot.ch/2016/06/there-is-still-only-one-test.html
http://www.greenteapress.com/thinkbayes/thinkbayes.pdf
marginal pdf from joint pdf for continuous random variables
Implementing stagewise in R.
http://stats.stackexchange.com/questions/31904/whats-the-forward-stagewise-regression-algorithm
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