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Sample Size Estimation for Machine Learning Models Using Hoeffding’s Inequality
Wassily Hoeffding (1914 -1991) was one of the founding fathers of non- parametric statistics (picture credit: http://stat-or.unc.edu)...
Sep 8, 20172 min read


Inverse of Incomplete Beta Function: Computational Statistician’s Fantasy
This function has remarkable practical implications. We will see the importance of it in my future posts when I develop a powerful,...
May 30, 20142 min read


The Beautiful Beta Functions: In Raw Python!
Plots of Complete Beta Functions For almost a week I have been trying very very hard to bend the computer to code for the incomplete Beta...
Apr 15, 20143 min read


Python Code and Normal Distribution: Writing CDF from Scratch
Normal Distribution CDF Normal Distribution is one of ‘the’ most applicable distribution in statistics. For some time I have been trying...
Apr 2, 20143 min read
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