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A bound for the smoothing parameter in certain well-known nonparametric density estimators
| Content Provider | NASA Technical Reports Server (NTRS) |
|---|---|
| Author | Terrell, G. R. |
| Copyright Year | 1980 |
| Description | Two classes of nonparametric density estimators, the histogram and the kernel estimator, both require a choice of smoothing parameter, or 'window width'. The optimum choice of this parameter is in general very difficult. An upper bound to the choices that depends only on the standard deviation of the distribution is described. |
| File Size | 327032 |
| Page Count | 10 |
| File Format | |
| Alternate Webpage(s) | http://archive.org/details/NASA_NTRS_Archive_19810003239 |
| Archival Resource Key | ark:/13960/t48q0tp2g |
| Language | English |
| Publisher Date | 1980-04-01 |
| Access Restriction | Open |
| Subject Keyword | Statistics And Probability Normal Density Functions Histograms Kernel Functions Mellin Transforms Mathematical Models Data Smoothing Discrete Functions Parameterization Curve Fitting Nonparametric Statistics Ntrs Nasa Technical Reports Server (ntrs) Nasa Technical Reports Server Aerodynamics Aircraft Aerospace Engineering Aerospace Aeronautic Space Science |
| Content Type | Text |
| Resource Type | Technical Report |
