diff --git a/vignettes/articles/lab08_linear_model_assumptions.Rmd b/vignettes/articles/lab08_linear_model_assumptions.Rmd
index f799a9c..378c83a 100644
--- a/vignettes/articles/lab08_linear_model_assumptions.Rmd
+++ b/vignettes/articles/lab08_linear_model_assumptions.Rmd
@@ -107,7 +107,7 @@ This assumption will be important as we progress through the semester and perfor
-3) **Homoscedasticity:** We assume that the residuals have a constant variance across all levels or values of x (if not, we refer to that as heterscedasticity)
+3) **Homoscedasticity:** We assume that the residuals have a constant variance across all levels or values of x (if not, we refer to that as heteroscedasticity)
```{r, fig.width= 8, fig.height= 4, fig.fullwidth= T, echo= F, fig.align='left', fig.cap= '**Figure 1: Residuals from linear model across a range of x (predictor variable). Heteroscedasticity is demonstrated as a funnel shape.**'}