regression2

[GloriaWYY]

Branch: regression2
PR #21

The deployed book: https://gloriawyy.github.io/regression2/regression2.html
(hosted in this repo)

[GloriaWYY]

Questions

1. [SOLVED] In Section 8.7.2 Multicollinearity, Figure 8.10 has x axis title “House size (square feet)” and y axis title “House size (square inches)”. However, these do not match the actual plot and the narrative text:

Consider an extreme example using the Sacramento housing data where the house was measured twice by two people. Since the two people are each slightly inaccurate, the two measurements might not agree exactly, but they are very strongly linearly related to each other, as shown in Figure 8.10.

Update: Issue in R textbook repo: this is fixed in the dev branch already!

2. Suggestions on Python resources to replace Modern Dive in Section 8.11 Additional resources?
   • Varada has Introduction to Machine Learning with Python: A Guide for Data Scientists by Andreas C. Mueller and Sarah Guido as reference material for DSCI571.

Update: other candidates (pha):

Modern dive is one of a kind -- not sure there's any real alternative in python

• Think Stats -- kind of old school, but github repo is current
• Wes McKinney Python for Data Analysis has a new edition