diff --git a/vignettes/statistical-specification.Rmd b/vignettes/statistical-specification.Rmd
index 6801da87..7de19fe4 100644
--- a/vignettes/statistical-specification.Rmd
+++ b/vignettes/statistical-specification.Rmd
@@ -55,12 +55,33 @@ baseline hazard $h_0(.)$. Please note that some of these distributions do not ha
 the proportional-hazards property meaning that the resulting survival model corresponding to the hazard $h_i()$ will not be of 
 the same parametric family as the baseline distribution with the hazard $h_0(.)$.
 
+
+
+## Exponential Distribution
+
+$$
+h(t \mid \lambda) = \lambda
+$$
+
+Where:
+- $\lambda > 0$ is the rate parameter
+
+## Weibull Distribution (Proportional Hazard Parameterisation)
+
+$$
+h(t \mid \lambda, \gamma) = \lambda \gamma t^{\gamma - 1 };
+$$
+
+Where:
+- $\lambda > 0$ is the rate parameter
+- $\gamma > 0$ is the shape parameter
+Note that with $\gamma = 1$ we obtain the exponential distribution as a special case.
 ## Log-Logistic Distribution
 
 $$
-h(x \mid a, b) =  \frac
-{(b/a)(x/a)^{(b-1)}}
-{1 + (x/a)^b}
+h(t \mid a, b) =  \frac
+{(b/a)(t/a)^{(b-1)}}
+{1 + (t/a)^b}
 $$
 
 Where:
@@ -69,6 +90,8 @@ Where:
 - $b > 0$ is the shape parameter
 
 
+
+
 # Longitudinal Model Specification
 
 ## Random-Slope Model