Description Usage Arguments Value See Also Examples

`hgam`

is used to fit high-dimensional generalized additive models.

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`formula` |
an object of class |

`data` |
a data frame. |

`weights` |
vector of weights. |

`model` |
an object of class |

`nknots` |
number of knots. |

`lambda1` |
grouplasso penalty term. |

`lambda2` |
smoothing penalty term. |

`...` |
ignored. |

`hgam`

returns an object of class `hgam`

:

`y` |
response |

`x` |
covariables |

`Btilde` |
model matrix |

`coef` |
coefficients |

`Btildenew` |
function to set up the model matrix for (new) data |

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```
Loading required package: grplasso
Loading required package: splines
Loading required package: lattice
Loading required package: rgl
Warning messages:
1: In rgl.init(initValue, onlyNULL) : RGL: unable to open X11 display
2: 'rgl_init' failed, running with rgl.useNULL = TRUE
3: .onUnload failed in unloadNamespace() for 'rgl', details:
call: fun(...)
error: object 'rgl_quit' not found
There were 50 or more warnings (use warnings() to see the first 50)
```

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