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Nonparametric Curve Estimation and Related Topics - univariate normal mixtures - `nor1mix` - Kernel Regression Smoothing with Local or Global Plug-in Bandwidth - `lokern` - locally adaptive nonparametric regression (kernel, local polynomial) - `lpridge' - constrained B-splines - `cobs` - plugin density estimates - `plugdensity` - single index models - possibly constrained, e.g. to convex curves - `simest`
This is the Subversion repository of several R packages, all related to curve estimation aka curve "fitting".
| Name | CRAN page | Short Description |
|---|---|---|
| cobs | https://cran.r-project.org/package=cobs | Constrained B-Splines |
| cobs99 | https://cran.r-project.org/package=cobs99 | COBS - old 1999 version |
| lokern | https://cran.r-project.org/package=lokern | Kernel Regression Smoothing, Local/Global Bandwidth |
| lpridge | https://cran.r-project.org/package=lpridge | Local Polynomial (Ridge) Regression |
| nor1mix | https://cran.r-project.org/package=nor1mix | Normal (1-d) Mixture Models |
| plugdensity | https://cran.r-project.org/package=plugdensity | Hermann`s Plugin Density Estimate |