Stochastic Calculus of Variations in Mathematical Finance by Paul Malliavin, Anton Thalmaier

By Paul Malliavin, Anton Thalmaier

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Assume that g is non-degenerate. Then any vector field z on Rd has a unique covering vector field ◦Z of minimal L2 -norm. Furthermore, the hypothesis z ∈ Cb1 (Rd ), g ∈ D2p (W n ), implies that ◦ Z ∈ D1p (W n ), ∀ p < ∞, ∀p < ∞ . 5) Proof. Denoting by (σ ik ) the inverse of the matrix (σik ), we define ◦ k σ s (Dt,k g s ) z , Z (t) = 0≤s, ≤d or symbolically, ◦ z σ s Dg s . 2 Divergences 51 Then we have 1 D◦Z g q = k 0 Z k (t)(Dt,k g q ) dt 1 z σs = 0≤ ,s≤d k 0 (Dt,k g s )(Dt,k g q ) dt s σqs σ z = z q .

35), based on Itˆ o’s formula, can be found in Thalmaier–Wang [204], Prop. 3. s. τ1 < τ and we θ(r) = d−2 (SW (r)) 1[0,τ1 ] (r) . 19 (Interior estimates). The fact that the stopping time T comes from the exit time of the domain D has played a minor role in the previous computations. The same methodology can be applied to options which undergo a strong change in their modalities at a stopping time. Rolling Instantaneous Derivative Pathwise Along the Barrier for a Markovian Smearing Until Maturity We present a second methodology for computing pathwise weights for the barrier option.

Proof. Its volatility is equal to the volatility of the historical price process which can be effectively measured. Its drift vanishes in the price coordinate system. 6. The price-volatility feedback rate for the risk-free process can be pathwise econometrically measured by a three-step sequence of iterative volatility measurements. Proof. 12). First, from the observation of the price process x, the volatility A is computed; from the processes x and A the crossvolatility B is computed, and finally the cross-volatility C is computed via C dt = dB ∗ dx.

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