In anna-vasyura/STAT302package: Package for STAT302

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

library(STAT302package)

Introduction

This R package contains several functions written for STAT302 at the University of Washington in Spring 2021. Those functions include my_t.test, my_lm, my_knn_cv, and my_rf_cv. You can use them for running a t test, creating a linear model, or cross-validation with k-nearest neighbors or random forest. The package can be installed from GitHub using the following code:

install.packages("devtools")
devtools::install_github("anna-vasyura/STAT302package")
library(STAT302package)

Tutorial for my_t.test

x <- as.vector(subset(data.frame(my_gapminder), select = c("lifeExp"))) alternative <- c("two.sided", "less", "greater") mu <- 60

my_t.test(x, alternative = "two.sided", mu)

my_t.test(x, alternative = "less", mu)

my_t.test(x, alternative = "greater", mu)

Tutorial for my_lm

Tutorial for my_knn_cv

Tutorial for my_rf_cv

anna-vasyura/STAT302package documentation built on Dec. 19, 2021, 3:39 a.m.