Nonparametric Curve Estimation and Related Topics - univariate normal mixtures - locally adaptive nonparametric regression (kernel, local polynomial) - plugin density estimates
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 |