Concepedia

Nonparametric Probability Density Estimation: I. A Summary of Available Methods

Edward J. Wegman

Technometrics · 1972 · 230 citations · 42 references

DOI

Concepts

Abstract

Click to increase image sizeClick to decrease image sizeKey Words: Nonparametric EstimationDensity EstimationNonparametricPearson SystemGram-CharlierConsistencyKernel EstimatesOrthogonal Series EstimatesMaximum Likelihood EstimatesHistogram

References

42

On Estimation of a Probability Density Function and Mode

Emanuel Parzen · The Annals of Mathematical Statistics · 1962 · 10.5K citations · Full text

, , +9

Remarks on Some Nonparametric Estimates of a Density Function

Murray Rosenblatt · The Annals of Mathematical Statistics · 1956 · 4.5K citations · Full text

, , +12

Non-Parametric Estimation of a Multivariate Probability Density

V. A. Epanechnikov · Theory of Probability and Its Applications · 1969 · 1.8K citations

, , +13

A Nonparametric Estimate of a Multivariate Density Function

D. O. Loftsgaarden, Charles P. Quesenberry · The Annals of Mathematical Statistics · 1965 · 779 citations · Full text

, , +15

On Non-Parametric Estimates of Density Functions and Regression Curves

É. A. Nadaraya · Theory of Probability and Its Applications · 1965 · 699 citations

, , +14