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On parametric density estimators
Published online by Cambridge University Press: 01 July 2016
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There is an extensive literature on estimating a probability density (or some other appropriate curve) f using statistics of the form
Here X1, X2, · · ·, Xn is a sample from the population, the weight function w is constrained by suitable regularity conditions, and the sequence {bn} of band-widths satisfies bn → 0, nbn → ∞ as n → ∞. Rosenblatt (1971) presents details of this method of estimation and provides an extensive list of references.
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- Copyright © Applied Probability Trust 1978