9. Linear Regression (IB533 2022.09)

Unit Outlines:
◆ Predictive Models
。Method and Parameters
。Model and Coefficients
。Specificity vs. Generality
◆ Simple Linear Regression
。Linear Regression in R
。Estimate Model Coefficients
。Drawing Regression Line
。Make Prediction
。Measures Model Accuracy
◆ Multiple Linear Regression
。Coefficients as Random Variables
。Model Selection
。Difficulties in Multiple Regression

Unit Notebook:
◆ 09A Simple Linear Regression ( unit09A.html )
◆ 09B Multiple Linear Regression ( unit09B.html )

Google Drive: 
◆ Course Material : [  ~/ib533/ ]
◆ Unit07:  [ ~/ib533/09_Regression/ ]

Unit09 Assignment: Due: 2022/11/27 (Sun.) 23:59
Personal Assignment:
Finish the exercises in unit09A & unit09B, knit the html and
upload to folder [ ~/person/09_Regression/ ]
with filename “<Student-ID>_unit089A.html”
with filename “<Student-ID>_unit09B.html”

◆  From Data to Viz
◆  Portal of Big Data BA Platform
◆  R: Self Learning Roadmap
◆  John Hopkins: R Programming online course
◆  John Hopkins: R Programming eBook
◆  Harvard: Data Science online course
◆  Harvard: Data Science ebook

◆ Week07c Video Recording