Some models, such as linear regression, are easily interpretable ... In this module, we will further motivate GAMs, learn the basic mathematics of fitting GAMs, and implementing them on simulated and ...

In this module, we will introduce the basic conceptual framework for statistical modeling in general, and linear statistical models in particular. In this module, we will learn how to fit linear ...

A corresponding regression equation, assumed to be linear, would look like: The b coefficient tells us that an additional year of education is associated with a $1.06 increase in the hourly wage. And ...

Predictive modeling of data using modern regression and classification methods. Multiple linear regression; logistic regression; pitfalls and diagnostics; nonparametric and nonlinear regression and ...

If you are a researcher or student with experience in multiple linear regression and want to learn about logistic ... analysis and GEE estimation for longitudinal binary data. Only basic knowledge of ...