P. Flajolet et F. Guillemin, The formal theory of birth-and-death processes, lattice path combinatoricsand continued fractions, ADV APPL P, 32(3), 2000, pp. 750-778
Classic works of Karlin and McGregor and Jones and Magnus have established
a general correspondence between continuous-time birth-and-death processes
and continued fractions of the Stieltjes-Jacobi type together with their as
sociated orthogonal polynomials. This fundamental correspondence is revisit
ed here in the light of the basic relation between weighted lattice paths a
nd continued fractions otherwise known from combinatorial theory. Given tha
t sample paths of the embedded Markov chain of a birth-and-death process ar
e lattice paths, Laplace transforms of a number of transient characteristic
s can be obtained systematically in terms of a fundamental continued fracti
on and its family of convergent polynomials. Applications include the analy
sis of evolutions in a strip, upcrossing and downcrossing times under floor
ing and ceiling conditions, as well as time, area, or number of transitions
while a geometric condition is satisfied.