Low- and high-dimensional logistic regression
Interpretation, implementation and computational comparison
The math of neural networks
Mathematical details on forward and backward propagation and a small illustration
The GARCH(1,1) model and its extensions
Benchmark stochastic volatility models
The Vasiček short-rate model
Zero-coupon bond pricing by risk-neutral valuation, Feynman-Kac, and Monte Carlo simulation
The greenhouse effect
Understanding global warming
Which computational language to choose?
A comparison of C++, Matlab, Python and R for Monte Carlo simulations
