We study properties of distributions of random variables with independent identically distributed symbols of generalized L"{u}roth series (GLS) expansions (the family of GLS-expansions contains L"{u}roth expansion and - and -expansions). To this end, we explore fractal properties of the family of Cantor-like sets consisting of real numbers whose GLS-expansions contain only symbols from some countable set , and derive exact formulae for the determination of the Hausdorff–Besicovitch dimension of . Based on these results, we get general formulae for the Hausdorff–Besicovitch dimension of the spectra of random variables with independent identically distributed GLS-symbols for the case where all but countably many points from the unit interval belong to the basis cylinders of GLS-expansions.

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