Convexity of a bond
Modified duration comes from first order derivative of present value of future cash flows from a bond. For small changes in yield the first order derivative is adequate, however, for large changes in yield, it gives inaccurate results.
So we should consider second order derivative. Convexity is the second order derivative of the price equation w.r.t. yield. It’s a measure of the degree to which a bond’s price-yield curve departs from a straight line.
dP/dr = -1/(1+r) [CF1/(1+r) + 2CF2/(1+r)2 + ….+ nCFn/(1+r)n ]
d2P/dr2 = -2*CF1/(1+r)3 - 6*CF2/(1+r)4 - ….- n(n+1)CFn/(1+r)n+2
d2P/dr2 = -1/(1+r)2 [ 1 * 2 CF1/(1+r) + 2 * 3 * CF2/(1+r)2 + … n (n+1)*CFn/(1+r)n]
d2P/dr2 = -1/(1+r)2 [ ∑ n * (n+1) * CFn/(1+r)n ]
Divide both sides of the equation by P
d2P/dr2 (1/P)= -1/(1+r)2 [ ∑ n n * (n+1) * CFn/(1+r)n ]
This is called convexity of a bond which represents price change due to large changes in yield and is the second order derivative of change of price equation
d2P = Convexity * dr2 * P
Change in price can be expressed as
Considering linear and convex equations, change in price can be expressed as
dP = - Duration mod * dr * P + 0.5 * Convexity * dr2 * P
dP = - Duration mod * dr *P + 0.5 * Convexity * dr2 * P
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