Fix typo in LDA documentation
@@ -848,7 +848,7 @@ a corpus with :math:`D` documents and :math:`K` topics:
3. For each word :math:`i` in document :math:`d`:
a. Draw a topic index :math:`z_{di} \sim \mathrm{Multinomial}(\theta_d)`
- b. Draw the observed word :math:`w_{ij} \sim \mathrm{Multinomial}(beta_{z_{di}}.)`
+ b. Draw the observed word :math:`w_{ij} \sim \mathrm{Multinomial}(\beta_{z_{di}})`
For parameter estimation, the posterior distribution is:
