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We consider bivariate densities having diagonal expansions and review and generalize some of its known properties. In particular, Mehler's equality and Gebelein's inequality are generalized. Moreover, we consider stationary processes [...] with a covariance function r(i) and with bivariate densities of [...] having diagonal form with coefficients a (i),k=0,1,... and state general conditions under...
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