We present a new criterion for the boundedness in weighted $L^p$ spaces of
multiplier operators for Laguerre and Hermite expansions that arise from a
Laplace-Stieltjes transform. As a special case, we recover known results on
weighted estimates for Laguerre and Hermite fractional integrals with a unified
and simpler approach.