We consider the discretized version of a (continuous-time) two-factor model
introduced by Benth and coauthors for the electricity markets. For this model,
the underlying is the exponent of a sum of independent random variables. We
provide and test an algorithm, which is based on the celebrated
Foellmer-Schweizer decomposition for solving the mean-variance hedging problem.
In particular, we establish that decomposition explicitely, for a large class
of vanilla contingent claims.
This paper does not suppose a priori that the evolution of the price of a
financial asset is a semimartingale. Since possible strategies of investors are
self-financing, previous prices are forced to be finite quadratic variation
processes. The non-arbitrage property is not excluded if the class
$\mathcal{A}$ of admissible strategies is restricted. The classical notion of
martingale is replaced with the notion of $\mathcal{A}$-martingale. A calculus
related to $\mathcal{A}$-martingales with some examples is developed.
The object of this paper is a one-dimensional generalized porous media
equation (PDE) with possibly discontinuous coefficient $\beta$, which is
well-posed as an evolution problem in $L^1(\mathbb{R})$. In some recent papers
of Blanchard et alia and Barbu et alia, the solution was represented by the
solution of a non-linear stochastic differential equation in law if the initial
condition is a bounded integrable function. We first extend this result, at
least when $\beta$ is continuous and the initial condition is only integrable
with some supplementary technical assumption.
For a nilpotent Lie algebra $L$ of dimension $n$ and dim$(L^2)=m(m\geq 1)$,
we find the upper bound dim$(M(L))\leq {1/2}(n+m-2)(n-m-1)+1$, where $M(L)$
denotes the Schur multiplier of $L$. In case $m=1$ the equality holds if and
only if $L\cong H(1)\oplus A$, where $A$ is an abelian Lie algebra of dimension
$n-3$ and H(1) is the Heisenberg algebra of dimension 3.
This paper considers the class of stochastic processes $X$ which are Volterra
convolutions of a martingale $M$. When $M$ is Brownian motion, $X$ is Gaussian,
and the class includes fractional Brownian motion and other Gaussian processes
with or without homogeneous increments. Let $m$ be an odd integer. Under some
technical conditions on the quadratic variation of $M$, it is shown that the
$m$-power variation exists and is zero when a quantity $\delta^{2}(r) $ related
to the variance of an increment of $M$ over a small interval of length $r$
satisfies $\delta(r) = o(r^{1/(2m)}) $.
For a large class of vanilla contingent claims, we establish an explicit
F\"ollmer-Schweizer decomposition when the underlying is a process with
independent increments (PII) and an exponential of a PII process. This allows
to provide an efficient algorithm for solving the mean variance hedging
problem. Applications to models derived from the electricity market are
performed.
Quadratic entry locus manifold of type $\delta$ $X\subset\mathbb P^N$ of
dimension $n\geq 1$ are smooth projective varieties such that the locus
described on $X$ by the points spanning secant lines passing through a general
point of the secant variety $SX\subseteq\mathbb P^N$ is a smooth quadric
hypersurface of dimension $\delta=2n+1-\dim(SX)$ equal to the secant defect of
$X$.
Quadratic entry locus manifold of type $\delta$ $X\subset\mathbb P^N$ of
dimension $n\geq 1$ are smooth projective varieties such that the locus
described on $X$ by the points spanning secant lines passing through a general
point of the secant variety $SX\subseteq\mathbb P^N$ is a smooth quadric
hypersurface of dimension $\delta=2n+1-\dim(SX)$ equal to the secant defect of
$X$.
Small codimensional embedded manifolds defined by equations of small degree
are Fano and covered by lines. They are complete intersections exactly when the
variety of lines through a general point is so and has the right codimension.
This allows us to prove the Hartshorne Conjecture for manifolds defined by
quadratic equations and to obtain the list of such Hartshorne manifolds. Using
the geometry of the variety of lines through a general point, we characterize
scrolls among dual defective manifolds. This leads to an optimal bound for the
dual defect, which improves results due to Ein.
Small codimensional embedded manifolds defined by equations of small degree
are Fano and covered by lines. They are complete intersections exactly when the
variety of lines through a general point is so and has the right codimension.
This allows us to prove the Hartshorne Conjecture for manifolds defined by
quadratic equations and to obtain the list of such Hartshorne manifolds. Using
the geometry of the variety of lines through a general point, we characterize
scrolls among dual defective manifolds. This leads to an optimal bound for the
dual defect, which improves results due to Ein.
We consider a possibly degenerate porous media type equation over all of
$\R^d$ with $d = 1$, with monotone discontinuous coefficients with linear
growth and prove a probabilistic representation of its solution in terms of an
associated microscopic diffusion. This equation is motivated by some singular
behaviour arising in complex self-organized critical systems. The main idea
consists in approximating the equation by equations with monotone
non-degenerate coefficients and deriving some new analytical properties of the
solution.