This paper studies the asymptotic behavior of linear statistics, both smooth (integrals) and rough (counting points in sets), for determinantal point processes on spheres and Euclidean spaces. Using norm representations, it determines the variance and normality of linear statistics for the harmonic ensemble, spherical ensemble, Bessel process, and Ginibre process.