slowly varying function

In real analysis, a branch of mathematics, a slowly varying function is a function of a real variable whose behaviour at infinity is in some sense similar to the behaviour of a function converging at infinity. Similarly, a regularly varying function is a function of a real variable whose behaviour at infinity is similar to the behaviour of a power law function (like a polynomial) near infinity. These classes of functions were both introduced by Jovan Karamata,See See . and have found several important applications, for example in probability theory.

Basic definitions

. A measurable function is called ''slowly varying'' (at infinity) if for all ,
:$\lim_ \frac=1.$

. Let . Then is a regularly varying function if and only if $\forall a > 0, g_L(a) = \lim_ \frac \in \mathbb^$. In particular, the limit must be finite.

These definitions are due to Jovan Karamata.

Note. In the regularly varying case, the sum of two slowly varying functions is again slowly varying function.

Basic properties

Regularly varying functions have some important properties: a partial list of them is reported below. More extensive analyses of the properties characterizing regular variation are presented in the monograph by .

Uniformity of the limiting behaviour

. The limit in and is uniform if is restricted to a compact interval.

Karamata's characterization theorem

. Every regularly varying function is of the form
:$f(x)=x^\beta L(x)$
where
* is a real number,
* is a slowly varying function.
Note. This implies that the function in has necessarily to be of the following form
:$g(a)=a^\rho$
where the real number is called the ''index of regular variation''.

Karamata representation theorem

. A function is slowly varying if and only if there exists such that for all the function can be written in the form

:$L(x) = \exp \left( \eta(x) + \int_B^x \frac \,dt \right)$

where
* is a bounded measurable function of a real variable converging to a finite number as goes to infinity
* is a bounded measurable function of a real variable converging to zero as goes to infinity.

Examples

* If is a measurable function and has a limit
::$\lim_ L(x) = b \in (0,\infty),$
:then is a slowly varying function.
* For any , the function is slowly varying.
* The function is not slowly varying, nor is for any real . However, these functions are regularly varying.

See also

*Analytic number theory
*Hardy–Littlewood tauberian theorem and its treatment by Karamata

Notes

References

*
*
* {{Citation , last1=Galambos , first1=J. , last2=Seneta , first2=E. , title=Regularly Varying Sequences , year=1973 , journal=Proceedings of the American Mathematical Society , issn=0002-9939 , volume=41 , issue=1 , pages=110–116 , doi=10.2307/2038824 , jstor=2038824, doi-access=free .

Real analysis
Tauberian theorems
Types of functions