Suppose that µp is a probability measure defined on the input space of Boolean functions. We consider a generalization of Walsh-Hadamard transform on Boolean functions to µp-Walsh-Hadamard transforms. In this paper, first, we derive the properties of µp-Walsh-Hadamard transformation for some classes of Boolean functions and specify a class of nonsingular affine transformations that preserve the µp-bent property. We further derive the results on µp-Walsh-Hadamard transform of concatenation of Boolean functions and provide some secondary constructions of µp-bent functions. Finally, we discuss the µp-bentness for Maiorana-McFarland class of bent functions.