1. Introduction
The Gauss hypergeometric functions ([
1], [
2] (Chapter II), [
3] (Chapter
15))
and
are called contiguous in a wide sense if
; see [
4]. Any three functions of this type satisfy a linear relation with coefficients rational in
. If
, then the coefficients of this relation are linear in
z, and the functions are called contiguous in a narrow sense. Such a contiguous relation was used by Euler to derive a continued fraction (much later termed T-fraction) for the ratio
. Gauss described all three-term relations among the functions contiguous in the narrow sense and found another continued fraction for the above ratio, which has the following form [
1] (p. 134) (see also [
5] (Formula (89.9)) or [
6] (p. 123)):
where
, and for
,
Clearly, we have
, while
. So, if
,
, then it follows from [
7] that there exists a unique positive measure
on
whose support is dense in
and has at most finitely many points in
, such that
(The fact that
has at most finitely many atoms in this interval directly follows from the fact that
has finitely many zeros in
. The latter is given by Theorem 4, a corollary of [
8].) In general, on sending
to infinity in (
4) so that the integration is over
, and letting
run over all positive measures
such that
, we obtain the collection of functions called the Stieltjes class
. For functions asymptotically behaving as
at the origin, the class
is characterized by a continued fraction
with
for all
j, see [
7] or, for example, [
9] (p. 6). Such functions arise often in different areas, ranging from analysis and operator theory to combinatorics and probability.
The tighter collection of functions obtained by taking
in (
4) and letting
run over all positive measures, making the integral convergent, is known as the Markov class
. The same class can be described as the collection of generating functions of the Hausdorff moment sequences; see [
5] (Chapter XIV). Certainly, if
, we can re-scale the integration variable to make
equal 1.
Theorem 69.2 from [
5] asserts that one may take
in (
4) if
for all
with some numbers
(the cases where
for some
n is 0, or 1 corresponds to rational
). It is immediate to see that the condition
is satisfied for the Gauss continued fraction for all
n when
and
. The more restrictive condition
holds true if
,
; see [
10] (Proof of Theorem 1.1) for details. Surprisingly enough, the representing measure
in (
4) for the Gauss continued fraction was only computed in 1982 by Vitold Belevitch [
11]. Around the same time, Jet Wimp [
12] constructed explicit formulae for the odd convergence of the continued fraction (
2) in terms of hypergeometric polynomials.
The main protagonist of this paper is the following generalization of the Gauss ratio (
2)
where
are arbitrary. This ratio was studied in our recent preprint [
13]. The ideas presented in this preprint were developed further in [
14]. The present work constitutes a corrected, streamlined and elaborated version of a part of [
13]. The main objectives are to furnish a complete derivation of the integral representation of
, including all detailed proofs omitted in [
14], and to illustrate its structure with numerous examples. As a by-product, each example contains sufficient conditions for
in terms of the parameters
a,
b,
c.
The ratios of the Gauss hypergeometric functions are a recurring theme in the literature. An important particular case of this ratio is the logarithmic derivative of the Gauss hypergeometric function. Its Stieltjes transform representation can be used to study the infinite divisibility of certain ratios of beta-distributed beta variables in a way similar to the investigation of the ratios of the gamma random variables in [
15]. Furthermore, integral representations of the ratios of the Gauss hypergeometric functions are useful when determining whether they belong to certain important functional classes. For example, the authors of [
16] applied such a representation to verify that
can be written as (
4), and hence a certain pair of hypergeometric weights forms the so-called Nikishin system—an important property in the realm of multiple orthogonal polynomials.
Concerning further applications, observe that the membership of
in the Markov class
, conditions for which we give in each of the examples of
Section 3, has a number of important implications. These include the normality of all Padé approximants and uniform convergence to
of the para-diagonal Padé approximants on all compact subsets of
; two sided bounds on the real line in terms of Padé approximants; the univalence of
and
in
and its various consequences; and the starlikeness of
in the disk
with
. Details regarding these claims and further references can be found in [
17,
18].
There are many intriguing open questions related to our work. For example, the case when the shifts are no longer an integer is also of interest for applications, but requires additional tools. For the Jacobi polynomials, certain relevant results are presented in [
19]. For the non-polynomial case, there are only very fragmentary results of this type, such as [
20] (Lemma 4.5).
Another compelling problem is to extend the results of this paper to the ratios of the generalized hypergeometric functions
which, for certain integer shifts, have explicitly known branched continued fractions generalizing the Gauss continued fraction (
2); see [
9] (Sections 13–14). Similar problems may be posed, mutatis mutandis, for the basic hypergeometric functions, cf. [
9] (Section 15). The basic analogue of the Gauss continued fraction is considered in detail in [
21,
22].
This paper is organized as follows.
Section 2.1 deals with the asymptotic behavior of
near the point
and at infinity. In
Section 2.2, we derive a formula for the values of
for
using a recent duality identity for the Gauss hypergeometric function.
Section 2.3 is at the heart of our work: it contains the integral representation for
. The basic ingredients are Theorem 4, which is a corollary of Runckel’s theorem from [
8] and Lemma 4 connecting
with a Cauchy-type integral. The largest section of this paper—
Section 3—illustrates our study with 15 different examples. In the last section, we show how our results may help to calculate “generalized beta integrals”, as well as obtaining integral representations of such functions as
.
3. Examples
In this section, we will apply Theorem 5 to 15 specific triples
to obtain integral representations of the ratio
defined in (
5). These representations are only valid if
is well behaved near
and its denominator
in the cut plane
and on the banks of the branch cut. Conditions for the latter are given in Theorem 4, while the former in ensured by the inequality (
33). To relax these restrictions, one needs a kind of regularization near the point
as well as near all zeros of the denominator. Such regularizations were explored by us in [
14]. We will further mention conditions for
to belong the Markov
and the Stieltjes
classes, whose definitions can be found below formula (
4).
Example 1. For the Gauss ratio according to (
26),
we obtain . Theorem 3 and definition (
27b)
yield Next, using (
16)
and (
21),
or directly, it is easy to verify that Then, Theorem 5 with yields In order for this representation to hold, we need to assume that , that is to say satisfies at least one of the conditions (I)–(VI)
from Theorem 4. For the condition (
33)
from Theorem 5 holds automatically since the parameter in Lemma 1 vanishes such that is integrable in the neighborhood of . We remark that the integrand is symmetric with respect to the interchange of a and b, and the asymmetry of is only reflected in the constants and . The above integral representation was first found by V. Belevitch in [11] (Formula (72)) under the restrictions , (there is a small mistake in Belevitch’s paper—a superfluous 2 in the denominator of the constant ). Independently, using the Gauss continued fraction (2) and Wall’s theorem, Küstner [10] (Theorem 1.5) proved that is a Markov function (generating function of a Hausdorff moment sequence) if , . As we mentioned in introduction, the coefficients of the Gauss continued fraction (
2)
for are all positive if (a) and either or or (b) , and . If these conditions hold, while conditions of Runckel’s Theorem 4 are violated, i.e., , then representation (
4)
is true while the above integral representation is not. Hence, in this situation, has pole(s) in the interval , which are reflected by the atoms of the representing measure in (
4)
at some real points . This is the case, for instance, if and . In this situation still belongs to the Stieltjes class . Example 2. For the ratio according to (
26),
we obtain , . Theorem 3 and definition (
27b)
yield Next, using (
16)
and (
21),
or directly, we can verify that Then Theorem 5 with yields Note that similarly to Example 1, the integrand is symmetric with respect to the interchange of a and b, and the asymmetry of the left-hand side is only reflected in the constants. In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readswhich is easily seen to be equivalent to . The above set of conditions holds, for example, if and or and . Note that the degenerate cases and yield the standard Euler’s integral [23] (Theorem 2.2.4) in the above representation (although the integral may disappear when multiplied by zero). This remark is also true for all subsequent examples, so we will omit it in the sequel. Using continued fractions, Küstner [10] (Theorem 1.5) proved that (the Markov class) if and . Askitis [29] (Lemma 6.2.2) found another proof for the this claim (without a use of continued fractions). We also remark that the continued fraction for was also found by Gauss; see [1] (Equation (26)) or [10] (Equation (2.7)), in the formwhere , and for From these formulae, it is also not difficult to formulate sufficient conditions for ensuring that (the Stieltjes class).
Example 3. For the ratio according to (26),
we obtain , . Theorem 3 and definition (
27b)
yield Next, it is easy to verify using (
16)
and (
21)
or directly that Then, according to the case of Theorem 5, we obtain In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (33) readswhich is easily seen to be equivalent to . All these conditions are satisfied, for example, if (a) and or (b) and . The above integral representation obviously implies that if the constant in front of the integral is positive (or otherwise). Example 4. For the ratio according to (
26),
we obtain . Theorem 3 and definition (
27b)
yield Next, it is easy to verify using (
16)
and (
21)
or directly that Then, according to the case of Theorem 5, we obtain In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readsand is trivially satisfied. If the above integral representation holds true, then once the constant in front of the integral is positive, which is the case for parameters satisfying any of the conditions (I)–(V)
of Theorem 4. Example 5. For the ratio according to (
26),
we obtain , . Theorem 3 and definition (
27b)
yield Next, it is easy to verify using (
16)
and (
21)
or directly that Then, according to the case of Theorem 5, we obtain In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readsand is trivially satisfied. Here, we need to require that the zero of the polynomial lies outside the interval in order that or (depending on the signs of the measure and the constant). Example 6. For the ratio according to (
26),
we obtain , , . Theorem 3 and definition (
27b)
yield Next, it is easy to verify using (
16)
and (
21)
or directly that Then, according to the case of Theorem 5, we obtain In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readswhich is easily seen to be equivalent to . Similar to the previous example, a necessary condition for or is that the zero of the polynomial lies outside the interval . Example 7. For the ratio according to (
26),
we obtain , , . Theorem 3 and definition (
27b)
yield Next, it is easy to verify using (
16)
and (
21)
or directly that Then, according to the case of Theorem 5, we obtain In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readswhich is easily seen to be equivalent to . Now, if the above integral representation for holds true, then either or belong to the class (depending on the sign of the constant in front of the integral). Example 8. For the ratio according to (
26),
we obtain , . Theorem 3 and definition (
27b)
yield Next, it is easy to verify using (
16)
and (
21)
or directly thatunless . Then, the case of Theorem 5 leads to the representation In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readswhich is easily seen to be satisfied for all real . Here, or is a Markov function under conditions (I)–(II)
or, respectively, (III)–(V)
of Theorem 4. Example 9. For the ratio according to (
26)
we obtain , . Theorem 3 and definition (
27b)
then yield Next, it is easy to verify using (
16)
and (
21)
or directly that Then, the case of Theorem 5 leads to the representation In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readswhich is easily seen to be equivalent to . All these conditions are satisfied, for example, if (a) and or (b) and . Here, the representing measure is again positive for all values of parameters so that provided the above integral representation holds and the constants are positive. Example 10. For the ratio according to (
26),
we obtain , , . The application of Theorem 3 and definition (
27b)
yields Next, it is easy to verify using (
16)
and (
21)
or directly that Then, the case of Theorem 5 leads to the representation In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readswhich is true for all real . The necessary condition for or is that the zero of the polynomial lies outside the interval . Under this condition, for the values of parameters, making the constants positive. Example 11. For the ratio according to (
26),
we obtain , , . Theorem 3 and definition (
27b)
yield Next, it is easy to verify using (
16)
and (
21)
or directly that Then, the case of Theorem 5 leads to the representation In order for this representation to hold, we need to assume that in Theorem 4. Under this restriction and except for the degenerate cases and , the condition (
33)
readswhich is true for all real . Similar to the previous example, the additional condition that yields or depending on whether the constant near the integral is positive or negative. Example 12. For the ratio according to (
26)
we obtain , . Theorem 3 and definition (
27b)
yield Using Lemmas 2 and 3 or by direct, albeit tedious calculation, we obtain the following asymptotic approximations:
- (1)
If , then ;
- (2)
If , then ;
- (3)
If , then ;
- (4)
If , then ,
Hence, if , we have as , with if and if . Then for we can choose in Theorem 5 leading to the representation In addition to the condition , we need to assume that in Theorem 4. Under these restrictions and except for the degenerate cases and , the condition (
33)
readswhich is true for all real . If the above representation holds, we see that if the constant in front of the integral is positive. For arbitrary , we obtain as , with if and if . Hence, we can remove the restriction by taking in Theorem 5, which leads toor, by taking , we obtain Example 13. For the ratio according to (
26),
we obtain , . Theorem 3 and definition (
27b)
yields Using Lemmas 2 and 3 or by direct, albeit tedious, calculation, we obtain the asymptotic approximations
- (1)
If , then as ;
- (2)
If , then as ;
- (3)
If , then as ;
- (4)
If , then as ,
Hence, if , then as , where if and if . Hence, for , the case of Theorem 5 leads to the representation In addition to the condition , we need to assume that in Theorem 4. Under these restrictions and except for the degenerate cases and the condition (
33)
readswhich is true for all real . The above representation implies that if the constant in front of the integral is positive. As as , where if and if , we can lift the restriction by taking in Theorem 5, which leads toor, by taking , we obtain Example 14. For the ratio according to (
26),
we obtain . Theorem 3 and definition (
27b)
yield: The asymptotic behavior of as is rather complicated and depends on the relation between a and b. The application of Lemmas 2 and 3 yields the following:
- (1)
If , then as ;
- (2)
If , then as ;
- (3)
If , then as ;
- (4)
If , then as ,
Hence, if we have as , where when and when . Then, for the case of Theorem 5 leads to the representation In addition to the condition , we need to assume that in Theorem 4. Under these restrictions and except for the degenerate cases and the condition (
33)
readswhich is true for all real . Here, provided that the above representation holds and the constant in front of the integral is positive. For arbitrary values of , we have as , where when and when . Hence, we can use representation (
35)
with yieldingor with yielding Example 15. For the ratio according to (
26),
we obtain , , . Theorem 3 and definition (
27b)
yieldwhere , . Using Lemmas 2 and 3 or by direct, albeit tedious, calculation, we obtain the following asymptotic approximations: - (1)
If , then as ;
- (2)
If , then as ;
- (3)
If , then as ;
- (4)
If , then as ;
- (5)
If , then as ;
- (6)
If , then as ,
Hence, for , we have as , where when and when . Then, for , the case of Theorem 5 leads to the representation In addition to condition , we need to assume that in Theorem 4. Under these restrictions and except for the degenerate cases and , the condition (
33)
readswhich is true for all real . The above integral representation implies that either or if the zero of the polynomial lies outside of the interval . If , we see that the asymptotics takes the form as , where when and when . Hence, for according to (
35)
with , we obtain Similarly, for , the asymptotics takes the form , where when and when . Hence, without additional restrictions according to (
35)
with , we obtainunder the condition from Theorem 4, but without any other restrictions. 4. Concluding Remarks
It turns out that our results may help in finding integral representations of elementary and special functions. For instance, Formulas (
43) and (
44) with
and
yield the following curious identity:
The first equality here after division by
z corrects the representation [
30] (Formula (34)). This identity may be easily generalized by applying (
37) with arbitrary
,
and
to the results of Example 12:
where
and
is the
kth Cauchy number [
24] (p. 294).
Moreover, Theorem 5, in view of Remark 8, gives a way for calculating the “generalized beta integrals” of the form
In particular, Examples 1–4, 7–9 and 12 lead immediately to explicit evaluations in terms of gamma functions of the integral
for the following pairs
:
,
,
,
,
,
,
,
,
,
,
,
. This list can be extended by invoking Examples 6 and 15 with the following pairs:
,
,
. For instance, for
and
we get:
provided that
; the case
follows by exchanging
. Further examples are
and, if
,
Note that the value of
j in the above 15 pairs
may be increased by any positive integer (and hence made as large as desired) by choosing larger values of
in (
37). A natural limitation of the above integral evaluations is that the hypergeometric function in the denominator has to be non-vanishing in
and on the branch cut, which can be verified via Theorem 4. For a general pair of integers
, we can use formulae (
26) to choose the corresponding shifts
,
,
m and use Remark 8 to calculate the corresponding integral. The details of this algorithm will be elaborated in a separate publication.