Similarly, for each kg increase in weight the BP increases by 3. ... logistic regression is a powerful statistical method. Table 1 outlines the key differences between these two techniques. Table 1: ...

The fundamental technique has been studied for decades, thus creating a huge amount of information and alternate variations that make it hard to tell what is key vs. non-essential information.

Logistic regression can be thought of as an extension to, or a special case of, linear regression. If the outcome variable is a continuous variable, linear regression is more suitable. The key ...

In recent columns we showed how linear regression ... outliers depends on the type of regression used to establish thresholds. Figure 3: Optimal estimates in logistic regression are found ...