PSM: PSM: A package to estimate Partial Splines model

In reealpeppe/PSM: Partial Splines Models

Description

The PSM package provides the main function "PartialSplines" that allows the user to estimate a model through which the response variable is a explained by its linear relationship with a group of explanatory variables and a spline variable with which the functional relationship is unknown. The package includes some method functions to simplify user's work. Unfortunately the first version of PSM do not permit to specify the linear part through a formula, therefore the only way to add interaction between variables is by doing it manually inside the input dataframe 'x'. This is one of the first improvements that will be made.

PSM functions

• PartialSplines - to estimate the model

• psm.cv - to optimize parameters through cross validation

• coef - method function

• predict - method function

• fitted - method function

• print - method function

• plot - method function

• other functions for internal use

Author(s)

Giuseppe Reale, Salvatore Mirlocca

reealpeppe/PSM documentation built on Dec. 22, 2021, 2:06 p.m.