Regression diagnostic complete guidance with example in Stata
Posted by: admin 1 year, 3 months ago
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Ready or not, we can not ignore not using regression in our daily activity. Regression also in history already reach 100 years! Lets dig into the requirement to make a regression acceptable. The source is coming from many other sources!
Regression diagnostic consists of a couple of methods
- 2.1 Unusual and Influential data
- 2.2 Checking Normality of Residuals
- 2.3 Checking Homoscedasticity
- 2.4 Checking for Multicollinearity
- 2.5 Checking Linearity
- 2.6 Model Specification
- 2.7 Issues of Independence
- 2.8 Summary
- 2.9 Self-assessment
- 2.10 For more information
Let's see them one by one.
Reference
Regression page
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