Regression dilution

Regression analysis is a powerful statistical tool used to explore relationships between variables and make predictions in a wide range of fields. However, in the real world, measurements are rarely perfect. Inaccuracies can occur in the data collection process, which introduces measurement errors that can significantly affect the results of regression analysis.

These measurement errors can have a crucial impact on the accuracy and reliability of our study. Such errors can lead to the underestim...