README.md

In FrancescoBarile/FJLPackage: OurPackage

cpp

The goal of cpp is to provide user-friendly functions to estimate a Classical Linear Regression Model via two Unconstrained Optimization Methods: Steepest and Gradient Descend

Installation

You can install the released version of cpp from CRAN with:

install.packages("cpp")

Example

This is a basic example which shows you how to solve a common problem:

library(cpp)
#we are going to check how lm_GD_optimizer  
lm_opt_GD_mtcars = lm_GD_optimizer(mpg ~ hp + wt, mtcars, tolerance=1e-3, 
                                   maxit=1000, stepsize=1e-2, verbose=T)
lm_opt_GD_mtcars 


#we are going to check how lm_SD_optimizer models fuel consumption by Gross horsepower (hp) and weight (wt) 
lm_opt_SD_mtcars = lm_SD_optimizer(mpg ~ hp + wt, mtcars, tolerance=1e-3, 
                                   maxit=1000, verbose=T)
lm_opt_SD_mtcars 

FrancescoBarile/FJLPackage documentation built on Dec. 17, 2021, 8:29 p.m.