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)...
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May 30, 20142 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,...
Apr 15, 20143 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 2, 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...
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