Nonparametric Probability Density Estimation Using Normalized B-Splines -- from Wolfram Library Archive

Title

Nonparametric Probability Density Estimation Using Normalized B-Splines

Authors

K. Gehringer

R. Redner

Journal / Anthology

Communications in Statistics -- Simulation

Year:

1992

Volume:

Issue:

Page range:

849-878

Description

We present a new nonparametric density estimate based on normalized tensor B-Splines. We show under the expected conditions that the nonparametric density estimate converges in mean square error and integrated mean-square error. Results of simulations are also presented. key words: B-Splines, Consistency, Nonparametric Density Estimation

Subject

Mathematics > Probability and Statistics

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