For a wide class of solutions to multiplicatively advanced differential equations (MADEs), a comprehensive set of relations is established between their Fourier transforms and Jacobi theta functions. In demonstrating this set of relations, the current study forges a systematic connection between the theory of MADEs and that of special functions. In a large subset of the general case, we introduce a new family of Schwartz wavelet MADE solutions
W
μ
,
λ
t
for
μ
and
λ
rational with
λ
>
0
. These
W
μ
,
λ
t
have all moments vanishing and have a Fourier transform related to theta functions. For low parameter values derived from
λ
, the connection of the
W
μ
,
λ
t
to the theory of wavelet frames is begun. For a second set of low parameter values derived from
λ
, the notion of a canonical extension is introduced. A number of examples are discussed. The study of convergence of the MADE solution to the solution of its analogous ODE is begun via an in depth analysis of a normalized example
W
−
4
/
3
,
1
/
3
t
/
W
−
4
/
3
,
1
/
3
0
. A useful set of generalized
q
-Wallis formulas are developed that play a key role in this study of convergence.