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Finance Knowledge Notes

· 2 min read
Hinny Tsang
Data Scientist @ Pollock Asset Management

Below are some finance notes.

DV01

DV01 (dollar value of 01) measures the change in the price of a bond for a 1 basis point (0.01%) change in yield.

(Sensitivity of bond price to yield change)

  • Linear approximation of price sensitivity, non-linear if large yield changes.
  • Used in fixed-income portfolio management.

It is calculated as:

DV01=ΔPΔy×10000DV01 = -\frac{\Delta P}{\Delta y} \times 10000

The dollar duration of a portfolio is the sum of the DV01 of each bond in the portfolio.

Value at Risk (VaR)

Given confidence level α\alpha, the VaR is defined as

α=VaRxf(x)dx\alpha = \int_{-VaR}^{\infty} xf(x) dx

where xx is the dollar profit (loss) and f(x)f(x) is the probability density function.

However, it is not-additive, i.e. if portfolio CC = A+BA + B, it is not guaranteed that VaR(C)<VaR(A)+VaR(B)VaR(C) < VaR(A) + VaR(B).

Forward and Futures

In the interest rate is deterministics, the forwards and futures prices are equivalent.

F=S0e(r+uy)τ,F = S_0 e^{(r + u - y)\tau},

where uu is the storages cost, yy is the divident yield for investment assets, covenience yield for commodities, and foreign risk-free interest rate for foreign exchange.

Interest Rate Model

Two categories:

  1. Short rate models

    • Evolution of instantaneous interest rate is stochastic.
  2. Forward rate models

Another classification

  1. Arbitrage-free models

  2. Equilibrium models