Slowly varying function explained

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,[1] [2] 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,

\limx

L(ax)
L(x)

=1.

. Let . Then is a regularly varying function if and only if

\foralla>0,gL(a)=\limx

L(ax)
L(x)

\inR+

. In particular, the limit must be finite.

These definitions are due to Jovan Karamata.[1]

Basic properties

Regularly varying functions have some important properties:[1] 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\betaL(x)

where

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(η(x)+

x
\int
B
\varepsilon(t)
t

dt\right)

where

Examples

\limxL(x)=b\in(0,infty),

then is a slowly varying function.

See also

References

Notes and References

  1. See
  2. See .