Chris Donnan : Programming – Brooklyn Style
software, trading, family, fun
Posted Derivatives, Finance, math, trading on Sunday, February 3rd, 2008.
So – I an effort to get back in the game with my maths, I have ordered a series of books and I am planning on weekly study time. Here is my basic list:
Calculus:
• Functions and limits
• Differentiation and integration
• Taylor series
• Complex numbers
• Functions of several variables
• Gamma and beta function
• Numerical integration
Differential Equations:
• First order equations
• Second and higher order equations
• Partial Differential Equations
• Diffusion equation
• Black-Scholes equation
Linear Algebra:
• Matrices and Vectors
• Systems of linear equations
• Eigenvalues and eigenvectors
• Vector spaces
Elementary Probability Theory:
• Discrete and continuous distributions
• Simple moments (mean and variance)
• Higher moments (skew and kurtosis)
• Important distributions
• Correlation
• Central Limit Theorem
Basic Stochastic Calculus:
• Random walks/SDE
• Brownian motion and Itô’s lemma
• Basic Monte Carlo
This is taken from the Wilmott’s Maths Primer. I have been considering taking the Wilmott/ 7City CQF. I am obviously interested in continued automated trading efforts. I am relatively strong with the probability/ statistics driven work – I have done the most professionally there. I am also obviously interested in the business of trading, including more and more derivative products. I have been able to work with quants in the past to implement automated systems. The way I figure it – the more I can work directly with quants, the closer I am to doing more and more of quantitatively minded fully automated real time trading.
I will let you know how it goes – my continued maths studies.
-Chris-
