Linear Regression Using R: An Introduction to Data Modeling

整體評價：
This textbook is excellent, however it is mostly focused on application of regression, and I’d still need a more solid textbook to cover the statistics. This serves as a very useful complementary textbook for my course, when paired with Kobacoff’s textbook.

提供試用後之建議，給欲使用此參考書授課之教師：
Highly recommended if the plan is to cover only the R interfaces for regression, that are more advanced than basic function, but not advanced enough to cover the statistical parts.

完整性（Comprehensiveness）：
This textbook gives a comprehensive coverage of the topic, but just the application part rather than statistical part. If more statistical coverage of regression is required, a traditional textbook on regression might be helpful (though those textbooks still seldomly covers R).

內容正確性（Content Accuracy）：
No issue at all. The codes and examples on regression are all accurate. It’s an excellent introduction to regression coding using R.

清晰性（Clarity）：
This textbook is very clear. Students were able to conduct R regression in their projects using this textbook as reference.

組織結構流暢度（Organization Structure Flow）：
The organization is also excellent. I used several chapters as reference for the class.

專業程度（Professional knowledge）：

Go to open textbook
https://open.umn.edu/opentextbooks/textbooks/linear-regression-using-r-an-introduction-to-data-modeling