Search for tag: "martingale property"

Lecture 64: stochastic volatility models

The martingale representation theorem and stochastic volatility models.

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Lecture 58: the Girsanov theorem

The Girsanov theorem in the multidimensional case. Novikov's condition.

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Lecture 57: Levy's characterization

Stochastic integral of complex-valued processes. Levy's characterization of a multidimensional Brownian motion.

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Lecture 56: Kolmogorov backward equation and Feynman-Kac representation

The Kolmogorov backward equation. The Feynman-Kac representation formula in the whole space and in bounded domains. Application: barrier options.

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Lecture 34: multidimensional stochastic calculus

Multidimensional stochastic integrals: definition, linearity, mean and covariance matrix, martingale property, cross-variation.

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Lecture 26: change of probability with a filtration

Equivalent probability measures. Conditional expectation and martingales under the new probability.

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Lecture 22: Links between SDEs and PDEs

The Kolmogorov backward equation.

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Lecture 9: stochastic integral as a stochastic process

The stochastic integral is a continuous martingale.

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Lecture 5: Brownian martingales

Examples of Brownian martingales: Brownian motion, exponential and square of a Brownian motion.

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