gam: Interfaces for gam package for data science pipelines.

In rbertolusso/intubate: Interface to Popular R Functions for Data Science Pipelines

Description

Interfaces to gam functions that can be used in a pipeline implemented by magrittr.

Usage

ntbt_gam(data, ...)

Arguments

data	data frame, tibble, list, ...
...	Other arguments passed to the corresponding interfaced function.

Details

Interfaces call their corresponding interfaced function.

Value

Object returned by interfaced function.

Author(s)

Roberto Bertolusso

See Also

gam

Examples

## Not run: 
library(intubate)
library(gam)
data(kyphosis)

## Original function to interface
fit <- gam(Kyphosis ~ s(Age,4) + Number, family = binomial, data = kyphosis,
    trace = TRUE)
summary(fit)
fit <- gam(Kyphosis ~ poly(Age,2) + s(Start), data = kyphosis,
           family = binomial, subset = Number > 2)
summary(fit)
fit <- gam(Ozone^(1/3) ~ lo(Solar.R) + lo(Wind, Temp),
           data = airquality, na = na.gam.replace)
summary(fit)

## The interface reverses the order of data and formula
fit <- ntbt_gam(kyphosis, Kyphosis ~ s(Age,4) + Number,
                family = binomial, trace = TRUE)
summary(fit)
fit <- ntbt_gam(data = kyphosis, Kyphosis ~ poly(Age,2) + s(Start),
                family = binomial, subset = Number > 2)
summary(fit)
fit <- ntbt_gam(data = airquality, Ozone^(1/3) ~ lo(Solar.R) + lo(Wind, Temp),
                na = na.gam.replace)
summary(fit)

## so it can be used easily in a pipeline.
library(magrittr)
kyphosis %>%
  ntbt_gam(Kyphosis ~ s(Age,4) + Number,
          family = binomial, trace = TRUE) %>%
  summary()

kyphosis %>%
  ntbt_gam(Kyphosis ~ poly(Age,2) + s(Start),
           family = binomial, subset = Number > 2) %>%
  summary()
  
airquality %>%
  ntbt_gam(Ozone^(1/3) ~ lo(Solar.R) + lo(Wind, Temp),
           na = na.gam.replace) %>%
  summary()

## End(Not run)

rbertolusso/intubate documentation built on May 27, 2019, 3 a.m.