10.1 Kitchen sink model. We can extend the lm(y~x) function to construct a more complicated “formula” for the multi-dimensional model: lm(y ~ x1 + x2 + ... + xn ).This tells R to find the best model ...

In these cases, Generalized Linear Models (GLM) are a more appropriate choice for analysis. This short course will introduce the concept, theory, and application of GLM. Moreover, we will discuss some ...