A. Inclusion of more variables
An unfortunate result of adding more independent variables to our regression is that R2 will increase, even if we are adding insignificant variables.
For example, if we had added x2=“Color of the car” to our repair regression, R2 would have marginally increased, despite the ridiculous idea that the color of a car should influence its repair cost.