This paper studies some asymptotic properties of density estimates f̂ of f based on d-variate delta sequences. The mean-square consistency, almost sure consistency, and asymptotic normality of f̂ have ...

It is shown that it is possible to modify the standard centered difference approximation to maintain second order accuracy on the uniform grid even when Γ is not aligned with the grid. This approach ...