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![Sample Size Estimation for Machine Learning Models Using Hoeffding’s Inequality](https://static.wixstatic.com/media/7a20b0_2a2d37515e9d4d10b53e60ea44c876b5~mv2.jpg/v1/fill/w_514,h_386,fp_0.50_0.50,q_90,enc_auto/7a20b0_2a2d37515e9d4d10b53e60ea44c876b5~mv2.webp)
Sep 8, 20172 min read
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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![Inverse of Incomplete Beta Function: Computational Statistician’s Fantasy](https://static.wixstatic.com/media/7a20b0_11e63fc294ce49cfa695ccbb7e06fa25~mv2.jpg/v1/fill/w_443,h_345,fp_0.50_0.50,q_90,enc_auto/7a20b0_11e63fc294ce49cfa695ccbb7e06fa25~mv2.webp)
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,...
![The Beautiful Beta Functions: In Raw Python!](https://static.wixstatic.com/media/7a20b0_0a070bc9c0be431f966576d824d03302~mv2.webp)
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...
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![Python Code and Normal Distribution: Writing CDF from Scratch](https://static.wixstatic.com/media/7a20b0_818a6888c97f435ea53859de81b43630~mv2.jpg/v1/fill/w_325,h_214,fp_0.50_0.50,q_90,enc_auto/7a20b0_818a6888c97f435ea53859de81b43630~mv2.webp)
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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