Generalized-Linear-Models.md

@@ -24,5 +24,17 @@ Generalized linear model (called GLM hereafter) is a general framework whose spe
 
 When constructing a generalized linear model, three major decisions must be made: 
 
-1. **Specifying the Random Component:** Choosing an appropriate probability distribution for the response variable, 
+1. **Specifying the Random Component:** 
+    An appropriate probability distribution for the response variable must be chosen. This 
+    should be any member from the *natural exponential family* distributions: 
+    - Continuous variables: 
+      * Normal 
+      * Gamma 
+      * Inverse Gaussian 
+    - Discrete variables: 
+      * Poisson 
+      * Bernoulli 
+      * Binomial 
+2. 
+