1 - Linear Regression with Julia

0:15 The motivation to learn Julia 1:40 The purpose of the video 2:00 The setting for running Julia 3:35 Loading the GLM, DataFrames and CSV packages 7:19 About the GLC sample data in GLC_test4.csv 7:54 Importing the data as a DataFrame 9:32 Preparing functions for replacing commas by dots and converting strings into floating point numbers 11:48 Fitting a model to the data with lm() 12:26 Comparing Julia's lm() with R's summary(lm)) 13:53 Finding the r-squared index with Julia 14:26 Conducting the partial F-test with Julia 15:35 Getting the fields of an object

The Julia source file used in the video: https://github.com/atantos/Youtube/blob/master/Simple_LR.jl

The github link of the GLC_test4.csv file: https://raw.githubusercontent.com/atantos/Youtube/master/GLC_test4.csv

Julia's official site: https://julialang.org/

The Intro and Outro song by Admonisher: https://www.youtube.com/watch?v=D0HWQbzEVhM ... https://www.youtube.com/watch?v=_zS-MFy5CqA