Wikipedia / Stieltjes transformation
Wikipedia / Stieltjes transformation
In mathematics, the Stieltjes transformation of a measure of density on a real interval is the function of the complex variable defined outside by the formula
Inverse formula
Under certain conditions we can reconstitute the density function starting from its Stieltjes transformation thanks to the inverse formula of Stieltjes–Perron. For example, if the density is continuous throughout
Derivation of formula
is the probability density function of a distribution—a Cauchy distribution, these tend to a Dirac distribution against that is also known as the Poisson kernel (for the half-plane).
Connections with moments of measures
If the measure of density has moments
then the Stieltjes transformation of admits for each integer the asymptotic
Under certain conditions the complete expansion as a Laurent series
Relationships to orthogonal polynomials
defines an inner product on the space of continuous functions on the interval .
If is a sequence of orthogonal polynomials for this product, we can create the sequence of associated secondary polynomials
is a Padé approximation of
Since these two sequences of polynomials satisfy the same recurrence relation in three terms, we can develop a continued fraction for the Stieltjes transformation whose successive convergents are the fractions .
The Stieltjes transformation can also be used to construct from the density an effective measure for transforming the secondary polynomials into an orthogonal system. (For more details see the article secondary measure.)
See also
References