Nonparametric Estimation of Mixed Partial Derivatives of a Multivariate Density.

Singh, R. S.

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Peer reviewed

ERIC Number: EJ142012

Record Type: Journal

Publication Date: 1976

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Nonparametric Estimation of Mixed Partial Derivatives of a Multivariate Density

Singh, R. S.

Journal of Multivariate Analysis, 6, 1, 111-22, Mar 76

A class of estimators which are asymptotically unbiased and mean square consistent are exhibited. Theorems giving necessary and sufficient conditions for uniform asymptotic unbiasedness and for mean square consistency are presented along with applications of the estimator to certain statistical problems. (Author/RC)

Descriptors: Bayesian Statistics, Nonparametric Statistics, Probability, Statistical Bias

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