In the example below, I use an e-commerce data set to build a regression model. ... Building a linear regression model. So far, I have explored the dataset in detail and got familiar with it.

For example, modeling the state damaged/not damaged of cells after treated with a certain chemical; and modeling the number of insects caught by a certain kind of trap. These types of situations can ...

Some examples of generalized linear models follow. Explanatory variables can be any combination of continuous variables, classification variables, and interactions. Traditional Linear Model response ...

Solving a machine-learning mystery A new study shows how large language models like GPT-3 can learn a new task from just a few examples, without the need for any new training data ...

Example 29.7: Log-Linear Model for Count Data These data, from Thall and Vail (1990), are concerned with the treatment of people suffering from epileptic seizure episodes. These data are also analyzed ...

The (linear) constraints ensure that the proposed diet meets requirements on, for example, nutrient content and palatability. If the model contains integer variables, it is called a mixed integer ...