## Bibliography

[2] //en.wikipedia.org/wiki/Law_of_total_expectation#cite_note-1

[3] //en.wikipedia.org/wiki/Law_of_total_variance

[4] //en.wikipedia.org/wiki/Young's_inequality

[6] Y. Suhov and M. Kelbert, Probability and Statistics by Example. Cambridge University Press, 2005.

[7] L. Mlodinow, The Drunkard's Walk. Pantheon, 2008.

[8] //en.wikipedia.org/wiki/Coupon_collector's_problem

[10] //en.wikipedia.org/wiki/Gamma_function

[11] P. Erdos and A. Renyi, On the Evolution of Random Graphs. Publications of the Mathematical Institute of the Hungarian Academy of Sciences, 5, 17-61, 1960.

[12] //en.wikipedia.org/wiki/Erd%C5%91s%E2%80%93R%C3%A9nyi_model

[13] //en.wikipedia.org/wiki/Boole's_inequality

[14] //en.wikipedia.org/wiki/Laplace_distribution

[15] //en.wikipedia.org/wiki/Pareto_distribution

[16] //en.wikipedia.org/wiki/Chebyshev’s_inequality

[17] //en.wikipedia.org/wiki/Minkowski_inequality

[18] //en.wikipedia.org/wiki/Sampling_(statistics)

[19] N. Etemadi, An Elementary Proof of the Strong Law of large numbers. Z. Wahrsch. Verw. Gebiete, 55(1981):119--122, 1981.

[20] Sheldon Ross, A First Course in Probability. Printice Hall, Upper Saddle River, New Jersey 07458, Eighth Edition, 2010.

[21] //en.wikipedia.org/wiki/Overfitting

[22] //en.wikipedia.org/wiki/Heteroscedasticity

[23] //en.wikipedia.org/wiki/Multicollinearity

[24] //en.wikipedia.org/wiki/Poisson_process

[25] Ubbo F Wiersema, Brownian Motion Calculus. John Wiley $\&$ Sons, Ltd, 2008.